<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    ijaa
   </journal-id>
   <journal-title-group>
    <journal-title>
     International Journal of Astronomy and Astrophysics
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2161-4717
   </issn>
   <issn publication-format="print">
    2161-4725
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/ijaa.2025.154021
   </article-id>
   <article-id pub-id-type="publisher-id">
    ijaa-146947
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Physics 
     </subject>
     <subject>
       Mathematics
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Warm Dark Matter Studies with Spiral Galaxy Data
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Bruce
      </surname>
      <given-names>
       Hoeneisen
      </given-names>
     </name>
    </contrib>
   </contrib-group> 
   <aff id="affnull">
    <addr-line>
     aUniversidad San Francisco de Quito, Quito, Ecuador
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     30
    </day> 
    <month>
     10
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    04
   </issue>
   <fpage>
    336
   </fpage>
   <lpage>
    355
   </lpage>
   <history>
    <date date-type="received">
     <day>
      11,
     </day>
     <month>
      September
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      1,
     </day>
     <month>
      September
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      1,
     </day>
     <month>
      November
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    We measure the “warmness” of the dark matter, i.e. the comoving root-mean-square thermal velocity 
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       </mi> 
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        </mi>
        <mtext>
         rms
        </mtext>
       </mrow> 
      </msub> 
      <mrow>
       <mo>
        (
       </mo> 
       <mn>
        1
       </mn> 
       <mo>
        )
       </mo>
      </mrow>
     </mrow> 
    </math> , with nearly 3000 spiral galaxy rotation curves in the PROBES catalog. The results are 
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      <msub> 
       <mi>
        v
       </mi> 
       <mrow> 
        <mi>
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        </mi>
        <mtext>
         rms
        </mtext>
       </mrow> 
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       <mo>
        (
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       <mn>
        1
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      <mo>
       =
      </mo>
      <mn>
       700
      </mn>
      <mo>
       ±
      </mo>
      <mn>
       165
      </mn>
     </mrow> 
    </math> m/s if dark matter is collisional, or 
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        v
       </mi> 
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        <mtext>
         rms
        </mtext>
       </mrow> 
      </msub> 
      <mrow>
       <mo>
        (
       </mo> 
       <mn>
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       </mn> 
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       </mo>
      </mrow>
      <mo>
       ≈
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      <mn>
       280
      </mn>
      <mo>
       ±
      </mo>
      <mn>
       95
      </mn>
     </mrow> 
    </math> m/s if dark matter is collisionless. These results are in agreement with previous measurements of 
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      <msub> 
       <mi>
        v
       </mi> 
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        </mi>
        <mtext>
         rms
        </mtext>
       </mrow> 
      </msub> 
      <mrow>
       <mo>
        (
       </mo> 
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       </mo>
      </mrow>
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    </math> , and with independent measurements of the linear density power spectrum cut-off wavevector 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
        k
       </mi> 
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    </math> due to free-streaming, but are in disagreement with limits. This disagreement is not currently understood.
   </abstract>
   <kwd-group> 
    <kwd>
     Warm Dark Matter
    </kwd> 
    <kwd>
      Spiral Galaxies
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Most matter in the universe is in a “dark matter” form that has only been observed through its gravitational interaction. In the ΛCDM cosmology model it is assumed that dark matter is cold, i.e. is a gas of particles with negligible thermal velocity to affect galaxy formation. Cold dark matter is in agreement with large scale observations, but runs into several tensions at small scales, notably the galaxy core-cusp problem. Cold dark matter simulations obtain galaxy cusps, while observations often obtain cores. One alternative to cold dark matter is warm dark matter, either collisionless or collisional. The “warmness” of dark matter can be measured by studying the density runs of galaxy cores. These density runs can be measured with galaxy rotation curves, strong gravitational lensing, or by measuring stellar velocities. An alternative way to study warm dark matter is to observe the consequences of “free-streaming”: the motion of dark matter particles erases small scale density fluctuations suppressing the number densities of small galaxies. It turns out that these two approaches, cores and free-streaming, obtain results that are in disagreement with each other, and this disagreement is not currently understood.</p>
   <p>In the present work we try to measure the “warmness” of dark matter studying the cores of nearly 3000 spiral galaxies with data in the Photometry and Rotation Curve Observations from Extragalactic Surveys (PROBES) catalog <xref ref-type="bibr" rid="scirp.146947-1">
     [1]
    </xref>. This data includes rotation curves obtained from long slit Hα spectra and HI (21 cm) velocity maps, combined with photometry of GALEX, DESI-LIS, and WISE images.</p>
   <p>The following sections describe the theoretical framework, the data set, studies of this data, a discussion of how the thermal velocity is extracted from this data, a comparison with previous measurements, a comment on the discrepancy between measurements and limits, a comment on collisional vs collisionless dark matter, and conclusions.</p>
  </sec><sec id="s2">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>2. The Theoretical framework</title>
   <p>We measure the warm dark matter adiabatic invariant</p>
   <p>
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             </mi> 
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             </mo> 
            </mrow> 
           </mrow> 
          </mfrac> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           / 
         </mo> 
         <mn>
           3 
         </mn> 
        </mrow> 
       </mrow> 
      </msup> 
     </mrow> 
    </math>(1)</p>
   <p>with data of nearly 3000 spiral galaxies in the PROBES catalog <xref ref-type="bibr" rid="scirp.146947-1">
     [1]
    </xref>. We assume dark matter is a gas of particles of mass 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         m 
       </mi> 
       <mi>
         h 
       </mi> 
      </msub> 
     </mrow> 
    </math>. These particles are assumed to be collisionless, or have dark matter-dark matter elastic collisions, but otherwise only have gravitational interactions. 
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     </mrow> 
    </math> is the expansion parameter of the universe, normalized to 
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        1 
      </mn> 
     </mrow> 
    </math> at the present time 
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      <msub> 
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       </mi> 
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         0 
       </mn> 
      </msub> 
     </mrow> 
    </math>. 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
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       </mi> 
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        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         a 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is the root-mean-square of the non-relativistic warm dark matter particle thermal velocities, and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
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       </mi> 
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       </mo> 
       <mi>
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       </mi> 
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      </mrow> 
     </mrow> 
    </math> is the warm dark matter density, when the early universe is nearly homogeneous at 
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      <mi>
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      </mi> 
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        ≪ 
      </mo> 
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        1 
      </mn> 
     </mrow> 
    </math>. 
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    </math> scales as 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
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          − 
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    </math> <xref ref-type="bibr" rid="scirp.146947-2">
     [2]
    </xref> and 
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    </math> is proportional to 
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    </math>, so the comoving thermal velocity 
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    </math> is an adiabatic invariant: it defines the “warmness” of dark matter.</p>
   <p>We use the standard notation in cosmology as defined in <xref ref-type="bibr" rid="scirp.146947-3">
     [3]
    </xref>, and the parameter values therein. For example, 
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    </math> is the present day mean dark matter density. We use the sub-indices 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       h 
     </mi> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       b 
     </mi> 
    </math> to denote the dark matter halo and “baryons” respectively (in cosmology, “baryons” generally refer to all non-relativistic matter, excluding dark matter and neutrinos).</p>
   <p>Imagine an observer in a density peak in the early universe. This observer feels no gravity and “sees” dark matter expand and then contract into the core of a galaxy. If this expansion and contraction were adiabatic we could extract the adiabatic invariant 
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    </math> from two galaxy observables: the root-mean-square of the radial thermal velocity of the dark matter particles 
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    </math> and the galaxy core dark matter density 
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   <p>
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    </math>(2)</p>
   <p>Note that if dark matter is an ideal noble gas, i.e. has elastic dark matter-dark matter collisions (that do not excite the particles), then the velocity distribution of the dark matter particles is the Maxwell distribution, 
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    </math>, and 
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      </mrow> 
     </mrow> 
    </math> remains constant in an adiabatic expansion, which is equivalent to 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> constant. Here 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       T 
     </mi> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       V 
     </mi> 
    </math> are temperature and volume. If dark matter is collisionless, there is a geometrical factor 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> to be presented below.</p>
   <p>From studies of baryon and total (dark matter plus baryon) spiral galaxy rotation curves, we describe the galaxy as two self-gravitating gases, dark matter and baryons, separately in thermal equilibrium (the fits obtain different temperatures so we neglect dark matter-baryon interactions). The densities 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         h 
       </mi> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         b 
       </mi> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> are obtained by integrating numerically hydrostatic equations <xref ref-type="bibr" rid="scirp.146947-4">
     [4]
    </xref> <xref ref-type="bibr" rid="scirp.146947-5">
     [5]
    </xref>.</p>
   <p>The PROBES galaxies generally have 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          h 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        &gt; 
      </mo> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          b 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, so we will treat baryons as a correction, see <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref>. In this case the solution to the hydrostatic equations is the cored isothermal sphere. Let us recall that a cored isothermal sphere is defined by two parameters: the central dark matter density 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          h 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, and the root-mean-square of the radial thermal velocity 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msqrt> 
       <mrow> 
        <mrow> 
         <mo>
           〈 
         </mo> 
         <mrow> 
          <msubsup> 
           <mi>
             v 
           </mi> 
           <mrow> 
            <mi>
              r 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msubsup> 
         </mrow> 
         <mo>
           〉 
         </mo> 
        </mrow> 
       </mrow> 
      </msqrt> 
     </mrow> 
    </math> that is independent of the radial coordinate 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math>. At large 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math> the dark matter density is</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         h 
       </mi> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <mrow> 
         <mo>
           〈 
         </mo> 
         <mrow> 
          <msubsup> 
           <mi>
             v 
           </mi> 
           <mrow> 
            <mi>
              r 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msubsup> 
         </mrow> 
         <mo>
           〉 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <mn>
          2 
        </mn> 
        <mi>
          π 
        </mi> 
        <mi>
          G 
        </mi> 
        <msup> 
         <mi>
           r 
         </mi> 
         <mn>
           2 
         </mn> 
        </msup> 
       </mrow> 
      </mfrac> 
      <mo>
        , 
      </mo> 
      <mtext>
          
      </mtext> 
      <mtext>
          
      </mtext> 
      <mtext>
        for 
      </mtext> 
      <mtext>
          
      </mtext> 
      <mtext>
          
      </mtext> 
      <mi>
        r 
      </mi> 
      <mo>
        ≫ 
      </mo> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(3)</p>
   <p>The core radius is defined as</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
      <mo>
        ≡ 
      </mo> 
      <msqrt> 
       <mrow> 
        <mfrac> 
         <mrow> 
          <mrow> 
           <mo>
             〈 
           </mo> 
           <mrow> 
            <msubsup> 
             <mi>
               v 
             </mi> 
             <mrow> 
              <mi>
                r 
              </mi> 
              <mi>
                h 
              </mi> 
             </mrow> 
             <mn>
               2 
             </mn> 
            </msubsup> 
           </mrow> 
           <mo>
             〉 
           </mo> 
          </mrow> 
         </mrow> 
         <mrow> 
          <mn>
            2 
          </mn> 
          <mi>
            π 
          </mi> 
          <mi>
            G 
          </mi> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mrow> 
            <mi>
              c 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
        </mfrac> 
       </mrow> 
      </msqrt> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(4)</p>
   <p>Let 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        V 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> be the velocity of rotation of a test particle. At 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        r 
      </mi> 
      <mo>
        ≫ 
      </mo> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        V 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msqrt> 
       <mrow> 
        <mn>
          2 
        </mn> 
        <mrow> 
         <mo>
           〈 
         </mo> 
         <mrow> 
          <msubsup> 
           <mi>
             v 
           </mi> 
           <mrow> 
            <mi>
              r 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msubsup> 
         </mrow> 
         <mo>
           〉 
         </mo> 
        </mrow> 
       </mrow> 
      </msqrt> 
     </mrow> 
    </math> is independent of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math> (in the cored isothermal approximation). At a small 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          min 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        ≪ 
      </mo> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math> the derivative of the rotation velocity determines the core density:</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          h 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mfrac> 
           <mrow> 
            <mi>
              V 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 r 
               </mi> 
               <mrow> 
                <mi>
                  min 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
           </mrow> 
           <mrow> 
            <msub> 
             <mi>
               r 
             </mi> 
             <mrow> 
              <mi>
                min 
              </mi> 
             </mrow> 
            </msub> 
           </mrow> 
          </mfrac> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mn>
         2 
       </mn> 
      </msup> 
      <mfrac> 
       <mrow> 
        <mn>
          3 
        </mn> 
        <msub> 
         <mi>
           f 
         </mi> 
         <mi>
           M 
         </mi> 
        </msub> 
       </mrow> 
       <mrow> 
        <mn>
          4 
        </mn> 
        <mi>
          π 
        </mi> 
        <mi>
          G 
        </mi> 
       </mrow> 
      </mfrac> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math>(5)</p>
   <p>where</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         f 
       </mi> 
       <mi>
         M 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <msub> 
         <mi>
           M 
         </mi> 
         <mrow> 
          <mtext>
            dyn 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             r 
           </mi> 
           <mrow> 
            <mi>
              min 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          − 
        </mo> 
        <msub> 
         <mi>
           M 
         </mi> 
         <mo>
           ∗ 
         </mo> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             r 
           </mi> 
           <mrow> 
            <mi>
              min 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <msub> 
         <mi>
           M 
         </mi> 
         <mrow> 
          <mtext>
            dyn 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             r 
           </mi> 
           <mrow> 
            <mi>
              min 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
      </mfrac> 
     </mrow> 
    </math>(6)</p>
   <p>is the correction factor shown in <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref>. 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mrow> 
        <mtext>
          dyn 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           r 
         </mi> 
         <mrow> 
          <mi>
            min 
          </mi> 
         </mrow> 
        </msub> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is the total (dark matter plus baryon) mass within 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          min 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> (obtained from the rotation curves), and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mo>
         ∗ 
       </mo> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           r 
         </mi> 
         <mrow> 
          <mi>
            min 
          </mi> 
         </mrow> 
        </msub> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is the corresponding stellar mass (obtained from multy-filter stellar mass synthesis models). We neglect the mass of gas and dust. For this correction, we choose 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          min 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> so 25% of the dynamical mass comes from within 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          min 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>.</p>
   <p>To summarize, our studies will focus on two spiral galaxy observables: 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mrow> 
        <mi>
          V 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             r 
           </mi> 
           <mrow> 
            <mi>
              min 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           r 
         </mi> 
         <mrow> 
          <mi>
            min 
          </mi> 
         </mrow> 
        </msub> 
       </mrow> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>. From these two observables we obtain 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          h 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>. The relation between 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>(a) (b)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 1. Left: Distribution of galaxy stellar mass 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    M
   
         </mi> 
   
         <mo>
          
    ∗
   
         </mo> 
  
        </msub> 
 
       </mrow>

      </math> and dynamical (total dark matter plus baryon) mass 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    M
   
         </mi> 
   
         <mrow> 
    
          <mtext>
           
     dyn
    
          </mtext>
   
         </mrow> 
  
        </msub> 
 
       </mrow>

      </math> within a radius 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    r
   
         </mi> 
   
         <mrow> 
    
          <mn>
           
     25
    
          </mn>
   
         </mrow> 
  
        </msub> 
 
       </mrow>

      </math> containing 25% of the dynamical mass. Right: Correction factor 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    f
   
         </mi> 
   
         <mi>
          
    M
   
         </mi> 
  
        </msub> 
  
        <mo>
         
   =
  
        </mo>
  
        <mrow>
   
         <mrow> 
    
          <mrow>
     
           <mo>
             ( 
           </mo> 
     
           <mrow> 
            <msub> 
             <mi>
               M 
             </mi> 
             <mrow> 
              <mtext>
                dyn 
              </mtext> 
             </mrow> 
            </msub> 
            <mo>
              − 
            </mo> 
            <msub> 
             <mi>
               M 
             </mi> 
             <mo>
               ∗ 
             </mo> 
            </msub> 
           </mrow> 
     
           <mo>
             ) 
           </mo>
    
          </mrow>
   
         </mrow>
   
         <mo>
          
    /
   
         </mo>
   
         <mrow> 
    
          <msub> 
     
           <mi>
             M 
           </mi> 
     
           <mrow> 
            <mtext>
              dyn 
            </mtext> 
           </mrow> 
    
          </msub> 
   
         </mrow>
  
        </mrow> 
 
       </mrow>

      </math>. All data in this article is obtained from the PROBES catalog <xref ref-type="bibr" rid="scirp.146947-1">
       [1]
      </xref>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId131.jpeg?20251104114530" />
   </fig>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        ≤ 
      </mo> 
      <mfrac> 
       <mrow> 
        <msub> 
         <msup> 
          <mi>
            v 
          </mi> 
          <mo>
            ′ 
          </mo> 
         </msup> 
         <mrow> 
          <mi>
            h 
          </mi> 
          <mtext>
            rms 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mi>
         f 
       </mi> 
      </mfrac> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math>(7)</p>
   <p>where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math> if dark matter is collisional, or</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        ≈ 
      </mo> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mfrac> 
           <mrow> 
            <msub> 
             <mi>
               ρ 
             </mi> 
             <mrow> 
              <mi>
                c 
              </mi> 
              <mi>
                h 
              </mi> 
             </mrow> 
            </msub> 
           </mrow> 
           <mrow> 
            <msub> 
             <mi>
               ρ 
             </mi> 
             <mi>
               B 
             </mi> 
            </msub> 
           </mrow> 
          </mfrac> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           / 
         </mo> 
         <mn>
           6 
         </mn> 
        </mrow> 
       </mrow> 
      </msup> 
      <mfrac> 
       <mn>
         1 
       </mn> 
       <mrow> 
        <msqrt> 
         <mrow> 
          <mn>
            2 
          </mn> 
          <mo>
            ⋅ 
          </mo> 
          <mi>
            ln 
          </mi> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mrow> 
             <mrow> 
              <msub> 
               <mi>
                 ρ 
               </mi> 
               <mrow> 
                <mi>
                  c 
                </mi> 
                <mi>
                  h 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               / 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 ρ 
               </mi> 
               <mi>
                 B 
               </mi> 
              </msub> 
             </mrow> 
            </mrow> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </msqrt> 
       </mrow> 
      </mfrac> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math>(8)</p>
   <p>if dark matter is collisionless, i.e. has less than one collision per orbit. 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> is a geometrical factor derived in the Appendix, and is presented in <xref ref-type="fig" rid="fig2">
     Figure 2
    </xref>. 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         B 
       </mi> 
      </msub> 
     </mrow> 
    </math> is the background density. We consider Equation (8) to be approximate because it does not take into account the detailed formation of the galaxy halo, and because the background density 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         B 
       </mi> 
      </msub> 
     </mrow> 
    </math> depends on each galaxy and the redshift of observation, but, for this study, we simply take the extreme case 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         B 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mrow> 
       <mrow> 
        <msub> 
         <mi>
           Ω 
         </mi> 
         <mi>
           c 
         </mi> 
        </msub> 
        <msub> 
         <mi>
           ρ 
         </mi> 
         <mrow> 
          <mtext>
            crit 
          </mtext> 
         </mrow> 
        </msub> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mrow> 
        <msup> 
         <mi>
           a 
         </mi> 
         <mn>
           3 
         </mn> 
        </msup> 
       </mrow> 
      </mrow> 
     </mrow> 
    </math> with 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        a 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math>. Alternatively, for collisionless dark matter the paricle orbits are mostly radial so we may take 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        ≈ 
      </mo> 
      <msqrt> 
       <mn>
         3 
       </mn> 
      </msqrt> 
     </mrow> 
    </math>, see (2).</p>
   <p>Consider a cored isothermal sphere. Its radius 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, where it meets the background density, grows due to the expansion of the universe that reduces 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         B 
       </mi> 
      </msub> 
     </mrow> 
    </math>. If dark matter is cold, the new particles falling into the cored isothermal sphere gravitational potential go through the center of the galaxy producing a cusp as observed in cold dark matter simulations. Often small galaxies are observed to have a core, not a cusp. This is the cold dark matter “core-cusp problem”. If dark matter is warm, then the angular momentum of the particles falling into the gravitational potential well has a Maxwell distribution, and the collisionless particles have a distance of closest approach to the center of the galaxy that has a Maxwell distribution that defines the core radius of the galaxy, and obtains the factor 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> mentioned above and derived in the Appendix. Note that 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> is of cosmological origin, i.e. it depends on 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>. Note that the core radius 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math>, or core density 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          h 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, distinguishes cold from warm dark matter. For cold dark matter, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
      <mo>
        → 
      </mo> 
      <mn>
        0 
      </mn> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          h 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        → 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math>.</p>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 2. Geometrical correction factor 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  f
 
       </mi>

      </math> for collisionless warm dark matter, for 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    ρ
   
         </mi> 
   
         <mi>
          
    B
   
         </mi> 
  
        </msub> 
  
        <mo>
         
   =
  
        </mo>
  
        <mrow>
   
         <mrow> 
    
          <msub> 
     
           <mi>
             Ω 
           </mi> 
     
           <mi>
             c 
           </mi> 
    
          </msub> 
    
          <msub> 
     
           <mi>
             ρ 
           </mi> 
     
           <mrow> 
            <mtext>
              crit 
            </mtext> 
           </mrow> 
    
          </msub> 
   
         </mrow>
   
         <mo>
          
    /
   
         </mo>
   
         <mrow> 
    
          <msup> 
     
           <mi>
             a 
           </mi> 
     
           <mn>
             3 
           </mn> 
    
          </msup> 
   
         </mrow>
  
        </mrow> 
 
       </mrow>

      </math> with 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   a
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   1
  
        </mn>
 
       </mrow>

      </math>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId177.jpeg?20251104114527" />
   </fig>
   <p>In Equation (7) the equal sign applies if there is no dark matter relaxation or rotation. Rotation of the dark matter halo can only increase the observed 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>, see <xref ref-type="bibr" rid="scirp.146947-4">
     [4]
    </xref>. Also relaxation can only increase the observed 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>, else the phase space density (proportional to 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          3 
        </mn> 
       </mrow> 
      </msup> 
     </mrow> 
    </math>) increases. We hope to extract 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> from the lower bounds of the histograms of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mrow> 
        <msub> 
         <msup> 
          <mi>
            v 
          </mi> 
          <mo>
            ′ 
          </mo> 
         </msup> 
         <mrow> 
          <mi>
            h 
          </mi> 
          <mtext>
            rms 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mi>
         f 
       </mi> 
      </mrow> 
     </mrow> 
    </math>.</p>
  </sec><sec id="s3">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>3. Data</title>
   <p>The data is obtained from the PROBES catalog file <xref ref-type="bibr" rid="scirp.146947-https://zenodo.org/api/records/10456320/files-archive">
     https://zenodo.org/api/records/10456320/files-archive
    </xref> <xref ref-type="bibr" rid="scirp.146947-1">
     [1]
    </xref>. This file contains three coma-separated-values files main_table.csv, model_fits.csv and structural_parameters.csv. The file main_table.csv contains general information for 3163 galaxies. The file model_fits.csv contains the fit parameters to the galaxy rotation curves of 3161 spiral galaxies. To obtain the fit quality parameter AutoProf_flags and the distances to the galaxies we need to match galaxies in main_table.csv and model_fits.csv. This leaves 2899 galaxies. The corresponding histograms below are labeled “histf”. Two functional forms for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        V 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> are fitted:</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mi>
          tanh 
        </mi> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mtext>
          sys 
        </mtext> 
       </mrow> 
      </msub> 
      <mo>
        + 
      </mo> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
      <mi>
        tanh 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mrow> 
         <mrow> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mi>
              r 
            </mi> 
            <mo>
              − 
            </mo> 
            <msub> 
             <mi>
               r 
             </mi> 
             <mn>
               0 
             </mn> 
            </msub> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
         <mo>
           / 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             r 
           </mi> 
           <mi>
             t 
           </mi> 
          </msub> 
         </mrow> 
        </mrow> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math>(9)</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mtext>
          C 
        </mtext> 
        <mn>
          97 
        </mn> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         r 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mtext>
          sys 
        </mtext> 
       </mrow> 
      </msub> 
      <mo>
        + 
      </mo> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
      <mfrac> 
       <mrow> 
        <msup> 
         <mrow> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mn>
              1 
            </mn> 
            <mo>
              + 
            </mo> 
            <mrow> 
             <mrow> 
              <msub> 
               <mi>
                 r 
               </mi> 
               <mi>
                 t 
               </mi> 
              </msub> 
             </mrow> 
             <mo>
               / 
             </mo> 
             <mrow> 
              <mrow> 
               <mo>
                 ( 
               </mo> 
               <mrow> 
                <mi>
                  r 
                </mi> 
                <mo>
                  − 
                </mo> 
                <msub> 
                 <mi>
                   r 
                 </mi> 
                 <mn>
                   0 
                 </mn> 
                </msub> 
               </mrow> 
               <mo>
                 ) 
               </mo> 
              </mrow> 
             </mrow> 
            </mrow> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
         <mi>
           β 
         </mi> 
        </msup> 
       </mrow> 
       <mrow> 
        <msup> 
         <mrow> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mn>
              1 
            </mn> 
            <mo>
              + 
            </mo> 
            <msup> 
             <mrow> 
              <mrow> 
               <mo>
                 ( 
               </mo> 
               <mrow> 
                <mrow> 
                 <mrow> 
                  <msub> 
                   <mi>
                     r 
                   </mi> 
                   <mi>
                     t 
                   </mi> 
                  </msub> 
                 </mrow> 
                 <mo>
                   / 
                 </mo> 
                 <mrow> 
                  <mrow> 
                   <mo>
                     ( 
                   </mo> 
                   <mrow> 
                    <mi>
                      r 
                    </mi> 
                    <mo>
                      − 
                    </mo> 
                    <msub> 
                     <mi>
                       r 
                     </mi> 
                     <mn>
                       0 
                     </mn> 
                    </msub> 
                   </mrow> 
                   <mo>
                     ) 
                   </mo> 
                  </mrow> 
                 </mrow> 
                </mrow> 
               </mrow> 
               <mo>
                 ) 
               </mo> 
              </mrow> 
             </mrow> 
             <mi>
               γ 
             </mi> 
            </msup> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
         <mrow> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             / 
           </mo> 
           <mi>
             γ 
           </mi> 
          </mrow> 
         </mrow> 
        </msup> 
       </mrow> 
      </mfrac> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(10)</p>
   <p>The file structural_parameters.csv contains detailed parameters of 1675 galaxies obtained from multi-band photometry and spectroscopy. The corresponding histograms below are labeled “histp”. The rotation curves are obtained from Hα long-slit spectra and aperture synthesis HI (21 cm) velocity maps. If both fit parameters and photometry data are desired, the corresponding match leaves 579 galaxies. The corresponding histograms below are labeled “histm”. These numbers are needed to understand the statistics of the histograms. The PROBES catalog includes data from multiple data sets <xref ref-type="bibr" rid="scirp.146947-6">
     [6]
    </xref>-<xref ref-type="bibr" rid="scirp.146947-14">
     [14]
    </xref>.</p>
  </sec><sec id="s4">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>4. Studies</title>
   <p>A summary of results 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and tests is presented in <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>. In the end we still need to extract the lower bound of these histograms to obtain a measurement of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> with 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math>, corresponding to collisional dark matter. The first two histograms of <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref> show results with full statistics for the tanh and C97 fits, respectively. These fits require a match of galaxies between the files main_table.csv and model_fits.csv, in order to be able to require the AutoProf_flags confirmation of a good fit, and to convert 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         t 
       </mi> 
      </msub> 
     </mrow> 
    </math> of the fits from arcsec to kpc with the distance to each galaxy. For these first two histograms we take 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         f 
       </mi> 
       <mi>
         M 
       </mi> 
      </msub> 
      <mo>
        ≈ 
      </mo> 
      <mn>
        0.85 
      </mn> 
     </mrow> 
    </math> since the information to calculate 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         f 
       </mi> 
       <mi>
         M 
       </mi> 
      </msub> 
     </mrow> 
    </math> is not yet available. The third histogram in <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref> is obtained after matching galaxies in all three files main_table.csv, model_fits.csv and structural_parameters.csv.</p>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>(a) (b)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId215.jpeg?20251104114534" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId216.jpeg?20251104114535" /></p>(c) (d)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId217.jpeg?20251104114535" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId218.jpeg?20251104114535" /></p>(e) (f)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 3. Histograms of 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> for collisional dark matter. 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   f
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   1
  
        </mn>
 
       </mrow>

      </math>. The histograms are described in the labels and in the main text.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId213.jpeg?20251104114535" />
   </fig>
   <p>As a cross-check, we present results without using the fits. In this case we take 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        ≈ 
      </mo> 
      <mi>
        V 
      </mi> 
      <mi>
        R 
      </mi> 
      <mi>
        l 
      </mi> 
      <mi>
        a 
      </mi> 
      <mi>
        s 
      </mi> 
      <mi>
        t 
      </mi> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mrow> 
        <mi>
          V 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             r 
           </mi> 
           <mrow> 
            <mi>
              min 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           r 
         </mi> 
         <mrow> 
          <mi>
            min 
          </mi> 
         </mrow> 
        </msub> 
       </mrow> 
      </mrow> 
      <mo>
        ≈ 
      </mo> 
      <mrow> 
       <mrow> 
        <mi>
          V 
        </mi> 
        <mi>
          R 
        </mi> 
        <mi>
          p 
        </mi> 
        <mn>
          20 
        </mn> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mrow> 
        <mi>
          R 
        </mi> 
        <mi>
          p 
        </mi> 
        <mn>
          20 
        </mn> 
       </mrow> 
      </mrow> 
     </mrow> 
    </math>, where Rp20 is the radius enclosing 20% of the stellar light. Also shown is the case for Rp30, and the case for Rp20 with additional quality cuts.</p>
   <fig id="fig4" position="float">
    <label>Figure 4</label>
    <caption>
     <title>(a) (b)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId229.jpeg?20251104114537" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId230.jpeg?20251104114535" /></p>(c) (d)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 4. Distributions of 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> for collisional dark matter. 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   f
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   1
  
        </mn>
 
       </mrow>

      </math>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId227.jpeg?20251104114537" />
   </fig>
   <p>Distributions of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> as a function of core radius 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math>, the flat rotation velocity 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, the core density 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mi>
          c 
        </mi> 
        <mi>
          h 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, and the absolute magnitude 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       L 
     </mi> 
    </math>, for the case 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math> of collisional dark matter, are presented in <xref ref-type="fig" rid="fig4">
     Figure 4
    </xref>.</p>
   <p>Corresponding histograms and distributions of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mrow> 
        <msub> 
         <msup> 
          <mi>
            v 
          </mi> 
          <mo>
            ′ 
          </mo> 
         </msup> 
         <mrow> 
          <mi>
            h 
          </mi> 
          <mtext>
            rms 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mi>
         f 
       </mi> 
      </mrow> 
     </mrow> 
    </math> are presented in <xref ref-type="fig" rid="fig5">
     Figure 5
    </xref> and <xref ref-type="fig" rid="fig6">
     Figure 6
    </xref> with 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> of (8) for collisionless dark matter.</p>
   <fig id="fig5" position="float">
    <label>Figure 5</label>
    <caption>
     <title>(a) (b)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId253.jpeg?20251104114535" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId254.jpeg?20251104114535" /></p>(c) (d)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId255.jpeg?20251104114535" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId256.jpeg?20251104114535" /></p>(e) (f)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 5. Histograms of 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mrow>
   
         <mrow> 
    
          <msub> 
     
           <msup> 
            <mi>
              v 
            </mi> 
            <mo>
              ′ 
            </mo> 
           </msup> 
     
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              rms 
            </mtext> 
           </mrow> 
    
          </msub> 
    
          <mrow>
     
           <mo>
             ( 
           </mo> 
     
           <mn>
             1 
           </mn> 
     
           <mo>
             ) 
           </mo>
    
          </mrow>
   
         </mrow>
   
         <mo>
          
    /
   
         </mo>
   
         <mi>
          
    f
   
         </mi>
  
        </mrow> 
 
       </mrow>

      </math> for collisionless dark matter. 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  f
 
       </mi>

      </math> from (8). The histograms are described in the labels and in the main text.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId251.jpeg?20251104114536" />
   </fig>
   <fig id="fig6" position="float">
    <label>Figure 6</label>
    <caption>
     <title>(a) (b)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId263.jpeg?20251104114538" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId264.jpeg?20251104114538" /></p>(c) (d)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 6. Distributions of 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mrow>
   
         <mrow> 
    
          <msub> 
     
           <msup> 
            <mi>
              v 
            </mi> 
            <mo>
              ′ 
            </mo> 
           </msup> 
     
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              rms 
            </mtext> 
           </mrow> 
    
          </msub> 
    
          <mrow>
     
           <mo>
             ( 
           </mo> 
     
           <mn>
             1 
           </mn> 
     
           <mo>
             ) 
           </mo>
    
          </mrow>
   
         </mrow>
   
         <mo>
          
    /
   
         </mo>
   
         <mi>
          
    f
   
         </mi>
  
        </mrow> 
 
       </mrow>

      </math> for collisionless dark matter. 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  f
 
       </mi>

      </math> from (8). Note that, from the equations in Section 1, 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mrow>
   
         <mrow> 
    
          <msub> 
     
           <msup> 
            <mi>
              v 
            </mi> 
            <mo>
              ′ 
            </mo> 
           </msup> 
     
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              rms 
            </mtext> 
           </mrow> 
    
          </msub> 
    
          <mrow>
     
           <mo>
             ( 
           </mo> 
     
           <mn>
             1 
           </mn> 
     
           <mo>
             ) 
           </mo>
    
          </mrow>
   
         </mrow>
   
         <mo>
          
    /
   
         </mo>
   
         <mi>
          
    f
   
         </mi>
  
        </mrow> 
 
       </mrow>

      </math> is proportional to 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    r
   
         </mi> 
   
         <mi>
          
    c
   
         </mi> 
  
        </msub> 
 
       </mrow>

      </math> up to a logarithmic term.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId261.jpeg?20251104114538" />
   </fig>
   <p>A careful comparison of collisional and collisionless histograms and distributions shows that the correction 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> increases their relative widths, indicating that the data have some preference for collisional dark matter.</p>
   <p>To test whether the lower bounds of these distributions are of cosmological origin, we present in <xref ref-type="fig" rid="fig7">
     Figure 7
    </xref> extreme cases of low and high absolute luminosity 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       L 
     </mi> 
    </math>, stellar mass 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mo>
         ∗ 
       </mo> 
      </msub> 
     </mrow> 
    </math>, and dynamical mass 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mrow> 
        <mtext>
          dyn 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>. In <xref ref-type="fig" rid="fig8">
     Figure 8
    </xref> we present the distributions for several galaxy morphologies. We observe no significant dependence on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       L 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mo>
         ∗ 
       </mo> 
      </msub> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mrow> 
        <mtext>
          dyn 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>, or morphology, suggesting that 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is indeed of cosmological origin.</p>
   <p>Two complementary graphs are presented in <xref ref-type="fig" rid="fig9">
     Figure 9
    </xref> and <xref ref-type="fig" rid="fig10">
     Figure 10
    </xref>.</p>
  </sec><sec id="s5">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>5. Discussion</title>
   <p>We try to extract 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>, for the case 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math>, from the distribution of the observed 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> in the first histogram of <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>. If there were no dark matter relaxation or dark matter halo rotation, then the distribution of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> would have a width determined by observational uncertainties. Relaxation and rotation</p>
   <fig id="fig7" position="float">
    <label>Figure 7</label>
    <caption>
     <title>(a) (b)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId295.jpeg?20251104114540" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId296.jpeg?20251104114540" /></p>(c) (d)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId297.jpeg?20251104114540" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId298.jpeg?20251104114539" /></p>(e) (f)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 7. Histograms of 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> are shown for extreme low and high absolute luminosities 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  L
 
       </mi>

      </math>, stellar mass 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    M
   
         </mi> 
   
         <mo>
          
    ∗
   
         </mo> 
  
        </msub> 
 
       </mrow>

      </math> and dynamical mass 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    M
   
         </mi> 
   
         <mrow> 
    
          <mtext>
           
     dyn
    
          </mtext>
   
         </mrow> 
  
        </msub> 
 
       </mrow>

      </math> (within the radius containing 80% of the dynamical mass).</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId293.jpeg?20251104114540" />
   </fig>
   <fig id="fig8" position="float">
    <label>Figure 8</label>
    <caption>
     <title>(a) (b)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId309.jpeg?20251104114541" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId310.jpeg?20251104114541" /></p>(c) (d)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId311.jpeg?20251104114540" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId312.jpeg?20251104114540" /></p>(e) (f)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 8. Histograms of 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> are shown for several galaxy morphologies.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId307.jpeg?20251104114542" />
   </fig>
   <fig id="fig9" position="float">
    <label>Figure 9</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 9. The lower bound for 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> is illustrated in 2-dimensions. This graph shows the difficulty of defining the lower bound of 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId315.jpeg?20251104114541" />
   </fig>
   <fig id="fig10" position="float">
    <label>Figure 10</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 10. It is interesting to note that, on average, less than 20% of the star light comes from within the core radius 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    r
   
         </mi> 
   
         <mi>
          
    c
   
         </mi> 
  
        </msub> 
 
       </mrow>

      </math>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId320.jpeg?20251104114542" />
   </fig>
   <p>increase the observed 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> by varying amounts for each galaxy. The result is an asymmetrical distribution. Indeed, the distribution has a mean 1030 m/s, and left and right standard deviations 530 m/s and 690 m/s (at points where the histogram is reduced by a factor 1/e).</p>
   <p>We are able to reproduce the observed distribution of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> assuming a Gaussian with mean 700 m/s and standard deviation 275 m/s plus a shift to the right, due to relaxation and rotation, with an exponential distribution with mean 560 m/s, see top left histogram of <xref ref-type="fig" rid="fig11">
     Figure 11
    </xref>. Therefore for collisional dark matter we estimate</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mn>
        700 
      </mn> 
      <mo>
        ± 
      </mo> 
      <mn>
        165 
      </mn> 
      <mtext>
          
      </mtext> 
      <mrow> 
       <mtext>
         m 
       </mtext> 
       <mo>
         / 
       </mo> 
       <mtext>
         s 
       </mtext> 
      </mrow> 
     </mrow> 
    </math> for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math>,(11)</p>
   <p>where the uncertainty is estimated as 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mn>
            1030 
          </mn> 
          <mo>
            − 
          </mo> 
          <mn>
            700 
          </mn> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mn>
         2 
       </mn> 
      </mrow> 
     </mrow> 
    </math>. To check that the width of the Gaussian distribution is reasonable, see <xref ref-type="table" rid="table1">
     Table 1
    </xref>. The corresponding estimate for collisionless dark matter is</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        ≈ 
      </mo> 
      <mn>
        280 
      </mn> 
      <mo>
        ± 
      </mo> 
      <mn>
        95 
      </mn> 
      <mtext>
          
      </mtext> 
      <mrow> 
       <mtext>
         m 
       </mtext> 
       <mo>
         / 
       </mo> 
       <mtext>
         s 
       </mtext> 
      </mrow> 
     </mrow> 
    </math> for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> from (8),(12)</p>
   <p>see top right histogram of <xref ref-type="fig" rid="fig11">
     Figure 11
    </xref>. Equation (12) is approximate because (8) is approximate, and depends on the background density.</p>
   <fig id="fig11" position="float">
    <label>Figure 11</label>
    <caption>
     <title>(a) (b)<p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId337.jpeg?20251104114541" /></p><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/4501447-rId338.jpeg?20251104114541" /></p>(c) (d)<xref ref-type="bibr" rid="scirp.146947-"></xref>Figure 11. Top-left: Histogram of 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> for the tanh fit and collisional dark matter with 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   f
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   1
  
        </mn>
 
       </mrow>

      </math> (as in the first histogram of <xref ref-type="fig" rid="fig3">
       Figure 3
      </xref>; black), Gaussian with mean 700 m/s and width 275 m/s (green), and same Gaussian plus an exponential distribution to the right, representing relaxation and rotation, with mean 560 m/s (red). Top-right: Same for collisionless dark matter with 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  f
 
       </mi>

      </math> from (8). The parameters are Gaussian 280 ± 150 m/s (green), plus exponential distribution to the right with mean 280 m/s (red). Bottom-left: Same for collisional dark matter with 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   f
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   1
  
        </mn>
 
       </mrow>

      </math> after match. The parameters are Gaussian 800 ± 225 m/s (green), plus exponential distribution to the right with mean 520 m/s (red). Bottom-right: Same for collisionless dark matter with 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  f
 
       </mi>

      </math> from (8) after match. The parameters are Gaussian 320 ± 120 m/s (green), plus exponential distribution to the right with mean 240 m/s (red).</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/4501447-rId335.jpeg?20251104114540" />
   </fig>
   <p>As a cross-check, we extract the results from the matched histograms that have a relative width smaller than the corresponding un-matched histograms. We obtain</p>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146947-"></xref>Table 1. Comparison of galaxy parameters in the PROBES file structural_parameters.csv with parameters in <xref ref-type="bibr" rid="scirp.146947-4">
       [4]
      </xref> plus <xref ref-type="bibr" rid="scirp.146947-5">
       [5]
      </xref>. 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> is calculated with 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   f
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   1
  
        </mn>
 
       </mrow>

      </math> and with the correction 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <mi>
          
    f
   
         </mi> 
   
         <mi>
          
    M
   
         </mi> 
  
        </msub> 
 
       </mrow>

      </math>. The root-mean-square of the statistical uncertainties of 

      <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> in <xref ref-type="bibr" rid="scirp.146947-4">
       [4]
      </xref> plus <xref ref-type="bibr" rid="scirp.146947-5">
       [5]
      </xref> is 137 m/s (from the next-to-last column). The root-mean-square difference of 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mtext>
         
   Δ
  
        </mtext>
  
        <msub> 
   
         <msup> 
    
          <mi>
           
     v
    
          </mi> 
    
          <mo>
           
     ′
    
          </mo> 
   
         </msup> 
   
         <mrow> 
    
          <mi>
           
     h
    
          </mi>
    
          <mtext>
           
     rms
    
          </mtext>
   
         </mrow> 
  
        </msub> 
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mn>
          
    1
   
         </mn> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math> between PROBES and <xref ref-type="bibr" rid="scirp.146947-4">
       [4]
      </xref> plus <xref ref-type="bibr" rid="scirp.146947-5">
       [5]
      </xref> is 281 m/s (from the last column).</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center">PROBES</p></td> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center">
        <xref ref-type="bibr" rid="scirp.146947-4">
         [4]
        </xref> and <xref ref-type="bibr" rid="scirp.146947-5">
         [5]
        </xref></p></td> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="15.56%"><p style="text-align:center">Difference</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">Galaxy</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">VRlast</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mrow> 
            <mi>
              c 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center"> 
        <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <msup> 
            <mi>
              v 
            </mi> 
            <mo>
              ′ 
            </mo> 
           </msup> 
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              rms 
            </mtext> 
           </mrow> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mn>
             1 
           </mn> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msqrt> 
           <mrow> 
            <mn>
              2 
            </mn> 
            <mrow> 
             <mo>
               〈 
             </mo> 
             <mrow> 
              <msubsup> 
               <mi>
                 v 
               </mi> 
               <mrow> 
                <mi>
                  r 
                </mi> 
                <mi>
                  h 
                </mi> 
               </mrow> 
               <mn>
                 2 
               </mn> 
              </msubsup> 
             </mrow> 
             <mo>
               〉 
             </mo> 
            </mrow> 
           </mrow> 
          </msqrt> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mrow> 
            <mi>
              c 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center"> 
        <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <msup> 
            <mi>
              v 
            </mi> 
            <mo>
              ′ 
            </mo> 
           </msup> 
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              rms 
            </mtext> 
           </mrow> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mn>
             1 
           </mn> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mtext>
            Δ 
          </mtext> 
          <mi>
            v 
          </mi> 
          <msub> 
           <mo>
             ' 
           </mo> 
           <mrow> 
            <mi>
              h 
            </mi> 
            <mi>
              r 
            </mi> 
            <mi>
              m 
            </mi> 
            <mi>
              s 
            </mi> 
           </mrow> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mn>
             1 
           </mn> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </math></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">[km/s]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">[M<sub>⨀</sub>/pc<sup>3</sup>]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">[m/s]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">[km/s]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">[M<sub>⨀</sub>/pc<sup>3</sup>]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">[m/s]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.56%"><p style="text-align:center">[m/s]</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">NGC0100</p></td> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">86.6</p></td> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">0.071</p></td> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">802</p></td> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">86</p></td> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">0.0271</p></td> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">1120 ± 160</p></td> 
      <td class="custom-top-td acenter" width="15.56%"><p style="text-align:center">−318</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">NGC2366</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">51.2</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.030</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">632</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">50</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0337</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">616 ± 44</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">16</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">NGC3972</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">133.5</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.071</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1159</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">118</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0708</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1080 ± 120</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">79</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">NGC4183</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">110.4</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.052</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1096</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">101</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0522</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1010 ± 80</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">86</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">NGC4559</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">119.4</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.033</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1270</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">129</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0259</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1070 ± 50</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">200</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">NGC6503</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">111.3</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.317</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">615</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">119</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.1866</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">750 ± 90</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">−135</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC01230</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">68.5</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.023</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">889</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">97</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0418</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1070 ± 130</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">−181</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC01281</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">64.1</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.026</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">845</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">56</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0233</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">770 ± 100</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">75</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC04499</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">79.7</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.082</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">714</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">65</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0291</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">780 ± 100</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">−66</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC05005</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">206.2</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.026</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">2731</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">87</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0076</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1740 ± 250</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">991</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC05750</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">77.8</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.005</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1757</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">71</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0065</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1450 ± 270</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">307</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC06399</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">88.2</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.038</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1006</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">78</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0346</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">910 ± 120</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">96</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC06446</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">83.5</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.106</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">688</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">71</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0811</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">610 ± 50</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">78</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC06667</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">87.3</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.033</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1042</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">76</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0389</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">840 ± 70</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">202</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC06917</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">103.7</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.039</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1129</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">95</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0354</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1040 ± 150</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">89</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC07125</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">67.4</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.010</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1179</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">55</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0083</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">1000 ± 130</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">179</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC07608</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">41.2</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.009</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">740</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">61</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0388</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">690 ± 170</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">50</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.56%"><p style="text-align:center">UGC10310</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">47.4</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.049</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">482</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">61</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">0.0405</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">650 ± 130</p></td> 
      <td class="acenter" width="15.56%"><p style="text-align:center">−168</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
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       </mrow> 
      </msub> 
      <mrow> 
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         ( 
       </mo> 
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         1 
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         ) 
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      </mrow> 
      <mo>
        = 
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      <mn>
        800 
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      </mo> 
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        145 
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      </mtext> 
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         m 
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       </mo> 
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    </math> for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
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        f 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math>,(13)</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
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        </mi> 
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        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
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         ( 
       </mo> 
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         1 
       </mn> 
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         ) 
       </mo> 
      </mrow> 
      <mo>
        ≈ 
      </mo> 
      <mn>
        320 
      </mn> 
      <mo>
        ± 
      </mo> 
      <mn>
        75 
      </mn> 
      <mtext>
          
      </mtext> 
      <mrow> 
       <mtext>
         m 
       </mtext> 
       <mo>
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       </mo> 
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       </mtext> 
      </mrow> 
     </mrow> 
    </math> for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       f 
     </mi> 
    </math> from (8).(14)</p>
   <p>A simpler procedure that we used in the past (with fewer numbers of galaxies) is to estimate the lower bound of the distributions of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
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        </mi> 
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        </mtext> 
       </mrow> 
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         1 
       </mn> 
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         ) 
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      </mrow> 
     </mrow> 
    </math>.</p>
   <p>The measurements (11) or (12) are in disagreement with limits summarized in <xref ref-type="table" rid="table2">
     Table 2
    </xref>. These limits would push the green Gaussians in <xref ref-type="fig" rid="fig11">
     Figure 11
    </xref> to the left. In this case the measured distributions of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
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        </mi> 
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          ′ 
        </mo> 
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        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> would be due dominantly to relaxation and rotation. To break the degeneracy, we need to complement the measurements (11) or (12) with independent measurements. We also need an understanding of the limits.</p>
  </sec><sec id="s6">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>6. Comparison with Previous Measurements</title>
   <p>Let us compare the 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
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      </mi> 
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      </mn> 
     </mrow> 
    </math> case with previous measurements. In <xref ref-type="bibr" rid="scirp.146947-4">
     [4]
    </xref> we fit the rotation curves of 11 dwarf galaxies with the result</p>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146947-"></xref>Table 2. Tightest published lower limits on the “standard thermal relic” <xref ref-type="bibr" rid="scirp.146947-15">
       [15]
      </xref> warm dark matter mass 

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       </mrow>

      </math> obtained from different observables (from <xref ref-type="fig" rid="fig3">
       Figure 3
      </xref> of <xref ref-type="bibr" rid="scirp.146947-16">
       [16]
      </xref>; see citations therein). Also shown are corresponding limits on 

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        </mrow> 
 
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      </math>, 

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       </mrow>

      </math> and 

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     fs
    
          </mtext>
   
         </mrow> 
  
        </msub> 
 
       </mrow>

      </math>, and an approximate redshift of the measurements. The actual dark matter particle mass is model dependent <xref ref-type="bibr" rid="scirp.146947-17">
       [17]
      </xref>.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="20.59%"><p style="text-align:center">Observable</p></td> 
      <td class="custom-bottom-td acenter" width="15.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             m 
           </mi> 
           <mi>
             x 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             a 
           </mi> 
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              NR 
            </mtext> 
           </mrow> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             v 
           </mi> 
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              rms 
            </mtext> 
           </mrow> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mn>
             1 
           </mn> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             k 
           </mi> 
           <mrow> 
            <mtext>
              fs 
            </mtext> 
           </mrow> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center">Typical 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           z 
         </mi> 
        </math></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="20.59%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.87%"><p style="text-align:center">[keV]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.88%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.88%"><p style="text-align:center">[m/s]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.88%"><p style="text-align:center">[Mpc<sup>−</sup><sup>1</sup>]</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.88%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="20.59%"><p style="text-align:center">Milky Way satellites</p></td> 
      <td class="custom-top-td acenter" width="15.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            10 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            3.3 
          </mn> 
          <mo>
            × 
          </mo> 
          <msup> 
           <mrow> 
            <mn>
              10 
            </mn> 
           </mrow> 
           <mrow> 
            <mo>
              − 
            </mo> 
            <mn>
              8 
            </mn> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            10 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            71 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">0</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="20.59%"><p style="text-align:center">Strong lensing</p></td> 
      <td class="acenter" width="15.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            6.0 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            5.7 
          </mn> 
          <mo>
            × 
          </mo> 
          <msup> 
           <mrow> 
            <mn>
              10 
            </mn> 
           </mrow> 
           <mrow> 
            <mo>
              − 
            </mo> 
            <mn>
              8 
            </mn> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            17 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            40 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">0 to 1</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="20.59%"><p style="text-align:center">Lyman-α forest</p></td> 
      <td class="acenter" width="15.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            5.2 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            6.7 
          </mn> 
          <mo>
            × 
          </mo> 
          <msup> 
           <mrow> 
            <mn>
              10 
            </mn> 
           </mrow> 
           <mrow> 
            <mo>
              − 
            </mo> 
            <mn>
              8 
            </mn> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            20 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            34 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">6</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="20.59%"><p style="text-align:center">Galaxy UV luminosity</p></td> 
      <td class="acenter" width="15.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            3.2 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            1.2 
          </mn> 
          <mo>
            × 
          </mo> 
          <msup> 
           <mrow> 
            <mn>
              10 
            </mn> 
           </mrow> 
           <mrow> 
            <mo>
              − 
            </mo> 
            <mn>
              7 
            </mn> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            35 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            20 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">6 to 8</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="20.59%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           γ 
         </mi> 
        </math> ray burst</p></td> 
      <td class="acenter" width="15.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            1.8 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            2.2 
          </mn> 
          <mo>
            × 
          </mo> 
          <msup> 
           <mrow> 
            <mn>
              10 
            </mn> 
           </mrow> 
           <mrow> 
            <mo>
              − 
            </mo> 
            <mn>
              7 
            </mn> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≲ 
          </mo> 
          <mn>
            66 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mo>
            ≳ 
          </mo> 
          <mn>
            11 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">4 to 8</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mn>
        406 
      </mn> 
      <mo>
        ± 
      </mo> 
      <mn>
        69 
      </mn> 
      <mtext>
          
      </mtext> 
      <mrow> 
       <mtext>
         m 
       </mtext> 
       <mo>
         / 
       </mo> 
       <mtext>
         s 
       </mtext> 
      </mrow> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(15)</p>
   <p>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>The rotation curves where obtained by the “Local Irregulars That Trace Luminosity Extremes—The HI Nearby Galaxy Survey” (LITTLE THINGS) collaboration <xref ref-type="bibr" rid="scirp.146947-18">
     [18]
    </xref>. In <xref ref-type="bibr" rid="scirp.146947-17">
     [17]
    </xref> we fit the rotation curves of 36 co-added dwarf disk galaxies, obtained from <xref ref-type="bibr" rid="scirp.146947-19">
     [19]
    </xref>, with the result</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mn>
        515 
      </mn> 
      <mo>
        ± 
      </mo> 
      <mn>
        15 
      </mn> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mtext>
          stat 
        </mtext> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mrow> 
       <mtext>
         m 
       </mtext> 
       <mo>
         / 
       </mo> 
       <mtext>
         s 
       </mtext> 
      </mrow> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(16)</p>
   <p>These measurements are in agreement with lower bounds of distributions of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <msup> 
        <mi>
          v 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> with dwarf <xref ref-type="bibr" rid="scirp.146947-4">
     [4]
    </xref> and spiral <xref ref-type="bibr" rid="scirp.146947-5">
     [5]
    </xref> galaxy rotation curves, or density runs of elliptical galaxies <xref ref-type="bibr" rid="scirp.146947-20">
     [20]
    </xref>. Since the absolute luminosity of these galaxies span 4 orders of magnitude, and the baryon central densities span 6 orders of magnitude, we interpret these lower bounds to be of cosmological origin, i.e. 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>.</p>
   <p>The warm dark matter comoving thermal velocity 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> causes a cut-off of the comoving cold dark matter linear density power spectrum by a factor of the form 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         τ 
       </mi> 
       <mn>
         2 
       </mn> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         k 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mtext>
        exp 
      </mtext> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mrow> 
         <mrow> 
          <msup> 
           <mi>
             k 
           </mi> 
           <mn>
             2 
           </mn> 
          </msup> 
         </mrow> 
         <mo>
           / 
         </mo> 
         <mrow> 
          <msubsup> 
           <mi>
             k 
           </mi> 
           <mrow> 
            <mtext>
              fs 
            </mtext> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msubsup> 
         </mrow> 
        </mrow> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> due to free-streaming (assuming the dark matter particles have a Maxwell distribution of velocities). The comoving cut-off wavevector 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> is related to 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> by <xref ref-type="bibr" rid="scirp.146947-21">
     [21]
    </xref> <xref ref-type="bibr" rid="scirp.146947-22">
     [22]
    </xref></p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           t 
         </mi> 
         <mrow> 
          <mtext>
            gal 
          </mtext> 
         </mrow> 
        </msub> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mn>
        1.41 
      </mn> 
      <mtext>
          
      </mtext> 
      <msup> 
       <mrow> 
        <mtext>
          Mpc 
        </mtext> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          1 
        </mn> 
       </mrow> 
      </msup> 
      <mfrac> 
       <mrow> 
        <mn>
          493 
        </mn> 
        <mtext>
            
        </mtext> 
        <mrow> 
         <mtext>
           m 
         </mtext> 
         <mo>
           / 
         </mo> 
         <mtext>
           s 
         </mtext> 
        </mrow> 
       </mrow> 
       <mrow> 
        <msub> 
         <mi>
           v 
         </mi> 
         <mrow> 
          <mi>
            h 
          </mi> 
          <mtext>
            rms 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
      </mfrac> 
      <mo>
        = 
      </mo> 
      <mn>
        0.88 
      </mn> 
      <msqrt> 
       <mrow> 
        <mfrac> 
         <mrow> 
          <mn>
            4 
          </mn> 
          <mi>
            π 
          </mi> 
          <mi>
            G 
          </mi> 
          <msub> 
           <mi>
             Ω 
           </mi> 
           <mi>
             m 
           </mi> 
          </msub> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mrow> 
            <mtext>
              crit 
            </mtext> 
           </mrow> 
          </msub> 
          <msub> 
           <mi>
             a 
           </mi> 
           <mrow> 
            <mtext>
              eq 
            </mtext> 
           </mrow> 
          </msub> 
         </mrow> 
         <mrow> 
          <msubsup> 
           <mi>
             v 
           </mi> 
           <mrow> 
            <mi>
              h 
            </mi> 
            <mtext>
              rms 
            </mtext> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msubsup> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mn>
             1 
           </mn> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </mfrac> 
       </mrow> 
      </msqrt> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(17)</p>
   <p>This equation is approximately valid for collisionless or collisional dark matter <xref ref-type="bibr" rid="scirp.146947-22">
     [22]
    </xref>. 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         t 
       </mi> 
       <mrow> 
        <mtext>
          gal 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> is a time prior to the formation of first galaxies and the corresponding non-linear re-generation of perturbations. The independent measurements of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           t 
         </mi> 
         <mrow> 
          <mtext>
            gal 
          </mtext> 
         </mrow> 
        </msub> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> cross-check each other. Limits in the literature are often expressed as limits on the “standard thermal relic mass” 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         m 
       </mi> 
       <mi>
         x 
       </mi> 
      </msub> 
     </mrow> 
    </math>. The relation between 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         m 
       </mi> 
       <mi>
         x 
       </mi> 
      </msub> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> is often given by Equations (6) and (7) of <xref ref-type="bibr" rid="scirp.146947-15">
     [15]
    </xref>.</p>
   <p>From galaxy stellar mass and ultra-violet luminosity distributions in a wide redshift range we obtain <xref ref-type="bibr" rid="scirp.146947-23">
     [23]
    </xref></p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msubsup> 
       <mrow> 
        <mn>
          2.0 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          0.5 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          + 
        </mo> 
        <mn>
          0.8 
        </mn> 
       </mrow> 
      </msubsup> 
      <mtext>
          
      </mtext> 
      <msup> 
       <mrow> 
        <mtext>
          Mpc 
        </mtext> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          1 
        </mn> 
       </mrow> 
      </msup> 
      <mtext>
          
      </mtext> 
      <mtext>
          
      </mtext> 
      <mtext>
        or 
      </mtext> 
      <mtext>
          
      </mtext> 
      <mtext>
          
      </mtext> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <msubsup> 
       <mrow> 
        <mn>
          348 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          100 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          + 
        </mo> 
        <mn>
          115 
        </mn> 
       </mrow> 
      </msubsup> 
      <mrow> 
       <mtext>
         m 
       </mtext> 
       <mo>
         / 
       </mo> 
       <mtext>
         s 
       </mtext> 
      </mrow> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(18)</p>
   <p>The observed re-ionization of the universe requires a delayed galaxy formation compared to the ΛCDM scenario. This delay requires 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         m 
       </mi> 
       <mi>
         x 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msubsup> 
       <mrow> 
        <mn>
          0.51 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          0.12 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          + 
        </mo> 
        <mn>
          0.22 
        </mn> 
       </mrow> 
      </msubsup> 
     </mrow> 
    </math> keV <xref ref-type="bibr" rid="scirp.146947-24">
     [24]
    </xref>, or 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
      <mo>
        ≈ 
      </mo> 
      <mn>
        2 
      </mn> 
      <mo>
        ± 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math> 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mrow> 
        <mtext>
          Mpc 
        </mtext> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          1 
        </mn> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> <xref ref-type="bibr" rid="scirp.146947-25">
     [25]
    </xref>, or 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         m 
       </mi> 
       <mi>
         x 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msubsup> 
       <mrow> 
        <mn>
          1.3 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          0.7 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          + 
        </mo> 
        <mn>
          0.3 
        </mn> 
       </mrow> 
      </msubsup> 
     </mrow> 
    </math> keV <xref ref-type="bibr" rid="scirp.146947-26">
     [26]
    </xref>, or 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         m 
       </mi> 
       <mi>
         x 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msubsup> 
       <mrow> 
        <mn>
          0.66 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          − 
        </mo> 
        <mn>
          0.08 
        </mn> 
       </mrow> 
       <mrow> 
        <mo>
          + 
        </mo> 
        <mn>
          0.07 
        </mn> 
       </mrow> 
      </msubsup> 
     </mrow> 
    </math> keV <xref ref-type="bibr" rid="scirp.146947-26">
     [26]
    </xref>.</p>
   <p>All of these measurements are in agreement with each other within 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mo>
        ≈ 
      </mo> 
      <mn>
        1.5 
      </mn> 
      <mi>
        σ 
      </mi> 
     </mrow> 
    </math>, but in disagreement with the limits summarized in <xref ref-type="table" rid="table2">
     Table 2
    </xref>. These disagreements may have been partially understood in <xref ref-type="bibr" rid="scirp.146947-27">
     [27]
    </xref>.</p>
  </sec><sec id="s7">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>7. A Comment on Warm Dark Matter Limits</title>
   <p>The “warmness” of dark matter is defined by two related parameters: the comoving root-mean-square thermal velocity 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>, and the linear density power spectrum comoving cut-off wavevector 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> due to warm dark matter free-streaming. Studies of galaxy cores obtain measurements of 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>. Studies of dwarf galaxy number densities or stellar masses obtain limits on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>. The relation (17) between 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> seems reliable <xref ref-type="bibr" rid="scirp.146947-21">
     [21]
    </xref> <xref ref-type="bibr" rid="scirp.146947-22">
     [22]
    </xref>. Both measurements and limits have issues. In this section we briefly present issues with the limits.</p>
   <p>The limits on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> are often expressed in terms of a lower limit to the “standard therml relic mass” defined by equations (6) and (7) in <xref ref-type="bibr" rid="scirp.146947-15">
     [15]
    </xref>, see <xref ref-type="table" rid="table2">
     Table 2
    </xref>. To obtain reliable limits at least the following four issues need to be fully understood and included in the analysis:</p>
   <p>1) Most limits are based on observations at low redshift when non-linear regeneration of the power spectrum is large or even dominant <xref ref-type="bibr" rid="scirp.146947-28">
     [28]
    </xref>-<xref ref-type="bibr" rid="scirp.146947-31">
     [31]
    </xref>.</p>
   <p>2) During galaxy formation and hierarchical evolution, small galaxies loose mass to larger galaxies, so “stripped down” galaxies need to be included in the analysis <xref ref-type="bibr" rid="scirp.146947-27">
     [27]
    </xref> <xref ref-type="bibr" rid="scirp.146947-32">
     [32]
    </xref>.</p>
   <p>3) Consider a linear density perturbation on the mass scale 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mrow> 
        <mtext>
          PS 
        </mtext> 
       </mrow> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mn>
         4 
       </mn> 
       <mn>
         3 
       </mn> 
      </mfrac> 
      <mi>
        π 
      </mi> 
      <msup> 
       <mi>
         r 
       </mi> 
       <mn>
         3 
       </mn> 
      </msup> 
      <mover accent="true"> 
       <mi>
         ρ 
       </mi> 
       <mo>
         ¯ 
       </mo> 
      </mover> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mn>
         4 
       </mn> 
       <mn>
         3 
       </mn> 
      </mfrac> 
      <mi>
        π 
      </mi> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mrow> 
           <mrow> 
            <mn>
              1.555 
            </mn> 
           </mrow> 
           <mo>
             / 
           </mo> 
           <mi>
             k 
           </mi> 
          </mrow> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mn>
         3 
       </mn> 
      </msup> 
      <mover accent="true"> 
       <mi>
         ρ 
       </mi> 
       <mo>
         ¯ 
       </mo> 
      </mover> 
     </mrow> 
    </math>. Choose 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        k 
      </mi> 
      <mo>
        &lt; 
      </mo> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> so dark matter free-streaming can be neglected. The Press-Schechter formalism assumes that the observed galaxies have a peak linear relative over-density filtered on the scale 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mrow> 
        <mtext>
          PS 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> equal to the critical value 1.686 (corresponding to spherical collapse in the linear approximation, that has already broken down). If the peak is less than 1.686 the halo on this mass scale has not yet collapsed. If the peak is greater than 1.686 then the halo collapsed earlier and belongs to a larger mass 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mrow> 
        <mtext>
          PS 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>. This assumption is an approximation: it does not apply to lower density regions. Density perturbations of comoving radius 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math> have a distribution of relative overdensities 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        δ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         a 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> (assumed Gaussian in the Press-Schechter formalism), so that galaxy halos with a given 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         M 
       </mi> 
       <mrow> 
        <mtext>
          PS 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> are formed with a distribution of times that extend to the present and future, and distributions of flat orbital velocities and stellar masses that extend to zero in less dense regions of the universe. In conclusion, observations of dwarf galaxy stellar masses or number densities can not place a limit on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> unless the time of formation of the galaxy halos is well known and included in the analysis. In other words, the initial linear perturbation is described by three parameters, i.e. 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       k 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        δ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         a 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and the initial background density 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         δ 
       </mi> 
       <mi>
         B 
       </mi> 
      </msub> 
     </mrow> 
    </math>, while the observations are often based on a single parameter, so there is no one-to-one relation between these observations and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       k 
     </mi> 
    </math> or 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math>. The relation between multiple observations and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mrow> 
        <mtext>
          fs 
        </mtext> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> is complex.</p>
   <p>4) Observed galaxies are biased to regions of high background density. Accounting for this bias weakens the limits based on dwarf galaxy counts in overdense regions (because of the reduced expansion of overdense regions that form the sheets, filaments and nodes where most galaxies reside).</p>
  </sec><sec id="s8">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>8. A Comment on Collisional Dark Matter</title>
   <p>Consider a dark matter particle falling into a cored isothermal sphere from 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> to 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math>. Let 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       σ 
     </mi> 
    </math> be the dark matter-dark matter collision cross-section, which we take to be independent of the center of mass energy for non-relativistic dark matter <xref ref-type="bibr" rid="scirp.146947-33">
     [33]
    </xref>. The cross-section per unit mass corresponding to one collision on average is</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mfrac> 
       <mi>
         σ 
       </mi> 
       <mrow> 
        <msub> 
         <mi>
           m 
         </mi> 
         <mi>
           h 
         </mi> 
        </msub> 
       </mrow> 
      </mfrac> 
      <mo>
        ≈ 
      </mo> 
      <mfrac> 
       <mrow> 
        <mn>
          2 
        </mn> 
        <mi>
          π 
        </mi> 
        <mi>
          G 
        </mi> 
        <msub> 
         <mi>
           r 
         </mi> 
         <mi>
           c 
         </mi> 
        </msub> 
       </mrow> 
       <mrow> 
        <mrow> 
         <mo>
           〈 
         </mo> 
         <mrow> 
          <msubsup> 
           <mi>
             v 
           </mi> 
           <mrow> 
            <mi>
              r 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msubsup> 
         </mrow> 
         <mo>
           〉 
         </mo> 
        </mrow> 
       </mrow> 
      </mfrac> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mn>
         1 
       </mn> 
       <mrow> 
        <msub> 
         <mi>
           r 
         </mi> 
         <mi>
           c 
         </mi> 
        </msub> 
        <msub> 
         <mi>
           ρ 
         </mi> 
         <mrow> 
          <mi>
            c 
          </mi> 
          <mi>
            h 
          </mi> 
         </mrow> 
        </msub> 
       </mrow> 
      </mfrac> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(19)</p>
   <p>The same result is obtained for traversing the radius 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math> of the core with 1 collision on average. For 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math> kpc and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           〈 
         </mo> 
         <mrow> 
          <msubsup> 
           <mi>
             v 
           </mi> 
           <mrow> 
            <mi>
              r 
            </mi> 
            <mi>
              h 
            </mi> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msubsup> 
         </mrow> 
         <mo>
           〉 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           / 
         </mo> 
         <mn>
           2 
         </mn> 
        </mrow> 
       </mrow> 
      </msup> 
      <mo>
        = 
      </mo> 
      <mn>
        60 
      </mn> 
     </mrow> 
    </math> km/s we obtain 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mi>
         σ 
       </mi> 
       <mo>
         / 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           m 
         </mi> 
         <mi>
           h 
         </mi> 
        </msub> 
       </mrow> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mn>
        36 
      </mn> 
     </mrow> 
    </math> cm<sup>2</sup>/g. The current limit is &lt;0.47 cm<sup>2</sup>/g <xref ref-type="bibr" rid="scirp.146947-3">
     [3]
    </xref>. In conclusion, it seems that as far as the size of the galaxy halo is concerned, we may consider dark matter to be collisionless. This argument favors the collisionless solution (12) over the collisional solution (11). On the other hand, a detailed comparison of <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref> and <xref ref-type="fig" rid="fig4">
     Figure 4
    </xref> with <xref ref-type="fig" rid="fig5">
     Figure 5
    </xref> and <xref ref-type="fig" rid="fig6">
     Figure 6
    </xref> favors the collisional solution.</p>
  </sec><sec id="s9">
   <title>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>9. Conclusion</title>
   <p>We have measured the dark matter “warmness”, i.e. the adiabatic invariant 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>, with nearly 3000 spiral galaxy rotation curves in the PROBES catalog, assuming collisional or collisionless dark matter <xref ref-type="bibr" rid="scirp.146947-1">
     [1]
    </xref>. Within statistical fluctuations, the results are independent of the absolute luminosity, stellar mass, dynamical mass and galaxy morphology, suggesting that the measured 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is of cosmological origin. The main uncertainty of the measurements is due to the unknown contribution from relaxation and rotation. To lift this degeneracy it is necessary to complement the present measurement with as many independent measurements as possible. Indeed, we find agreements within 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mo>
        ≈ 
      </mo> 
      <mn>
        1.5 
      </mn> 
      <mi>
        σ 
      </mi> 
     </mrow> 
    </math> with previous measurements. There is, however, a discrepancy between the measurements and limits summarized in <xref ref-type="table" rid="table2">
     Table 2
    </xref> that is not currently understood.</p>
  </sec><sec id="s10">
   <title>Acknowledgements</title>
   <p>The data in this study was obtained from the PROBES catalog <xref ref-type="bibr" rid="scirp.146947-1">
     [1]
    </xref>. I thank all authors of <xref ref-type="bibr" rid="scirp.146947-1">
     [1]
    </xref>, and in particular Connor Stone for his help along the way. This catalog has inputs from data sets <xref ref-type="bibr" rid="scirp.146947-6">
     [6]
    </xref>-<xref ref-type="bibr" rid="scirp.146947-14">
     [14]
    </xref>, which in turn have inputs from many astronomers, so a large community of researchers has made this study possible. I thank Karsten Müller for his early interest in this work and for many useful discussions.</p>
  </sec><sec id="s11">
   <title>Appendix</title>
   <p>
    <xref ref-type="bibr" rid="scirp.146947-"></xref>Core radius</p>
   <p>Consider a cored isothermal sphere with core density 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math> and core radius 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math> in a background of density 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         B 
       </mi> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         t 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>. The halo meets the background density at 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
      <msqrt> 
       <mrow> 
        <mrow> 
         <mrow> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mi>
             c 
           </mi> 
          </msub> 
         </mrow> 
         <mo>
           / 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mi>
             B 
           </mi> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mi>
             t 
           </mi> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </mrow> 
       </mrow> 
      </msqrt> 
     </mrow> 
    </math>. As the universe expands, the background density decreases and 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          max 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> increases. The new particles being captured by the growing halo have a transverse root-mean-square velocity component 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mi>
         T 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           / 
         </mo> 
         <mrow> 
          <msqrt> 
           <mn>
             3 
           </mn> 
          </msqrt> 
         </mrow> 
        </mrow> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mrow> 
           <mrow> 
            <msub> 
             <mi>
               ρ 
             </mi> 
             <mi>
               B 
             </mi> 
            </msub> 
           </mrow> 
           <mo>
             / 
           </mo> 
           <mrow> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 Ω 
               </mi> 
               <mi>
                 c 
               </mi> 
              </msub> 
              <msub> 
               <mi>
                 ρ 
               </mi> 
               <mrow> 
                <mtext>
                  crit 
                </mtext> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
           </mrow> 
          </mrow> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           / 
         </mo> 
         <mn>
           3 
         </mn> 
        </mrow> 
       </mrow> 
      </msup> 
     </mrow> 
    </math>. We assume collisionless dark matter.</p>
   <p>Conservation of angular momentum tells us that these particles pass the center ofthe halo at a root-mean-square distance 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          min 
        </mi> 
       </mrow> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mrow> 
       <mrow> 
        <msub> 
         <mi>
           r 
         </mi> 
         <mrow> 
          <mi>
            max 
          </mi> 
         </mrow> 
        </msub> 
        <msub> 
         <mi>
           v 
         </mi> 
         <mi>
           T 
         </mi> 
        </msub> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mrow> 
        <msqrt> 
         <mrow> 
          <mn>
            4 
          </mn> 
          <mrow> 
           <mo>
             〈 
           </mo> 
           <mrow> 
            <msubsup> 
             <mi>
               v 
             </mi> 
             <mrow> 
              <mi>
                r 
              </mi> 
              <mi>
                h 
              </mi> 
             </mrow> 
             <mn>
               2 
             </mn> 
            </msubsup> 
           </mrow> 
           <mo>
             〉 
           </mo> 
          </mrow> 
          <mi>
            ln 
          </mi> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mrow> 
             <mrow> 
              <msub> 
               <mi>
                 r 
               </mi> 
               <mrow> 
                <mi>
                  max 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               / 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 r 
               </mi> 
               <mi>
                 c 
               </mi> 
              </msub> 
             </mrow> 
            </mrow> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </msqrt> 
       </mrow> 
      </mrow> 
     </mrow> 
    </math>.</p>
   <p>Identifying 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mrow> 
        <mi>
          min 
        </mi> 
       </mrow> 
      </msub> 
     </mrow> 
    </math> with 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         r 
       </mi> 
       <mi>
         c 
       </mi> 
      </msub> 
     </mrow> 
    </math>, we obtain</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mi>
          h 
        </mi> 
        <mtext>
          rms 
        </mtext> 
       </mrow> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <msub> 
         <msup> 
          <mi>
            v 
          </mi> 
          <mo>
            ′ 
          </mo> 
         </msup> 
         <mrow> 
          <mi>
            h 
          </mi> 
          <mtext>
            rms 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mi>
         f 
       </mi> 
      </mfrac> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math>(20)</p>
   <p>with</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        f 
      </mi> 
      <mo>
        = 
      </mo> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mfrac> 
           <mrow> 
            <msub> 
             <mi>
               ρ 
             </mi> 
             <mi>
               c 
             </mi> 
            </msub> 
           </mrow> 
           <mrow> 
            <msub> 
             <mi>
               ρ 
             </mi> 
             <mi>
               B 
             </mi> 
            </msub> 
           </mrow> 
          </mfrac> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           / 
         </mo> 
         <mn>
           6 
         </mn> 
        </mrow> 
       </mrow> 
      </msup> 
      <mfrac> 
       <mn>
         1 
       </mn> 
       <mrow> 
        <msqrt> 
         <mrow> 
          <mn>
            2 
          </mn> 
          <mo>
            ⋅ 
          </mo> 
          <mi>
            ln 
          </mi> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mrow> 
             <mrow> 
              <msub> 
               <mi>
                 ρ 
               </mi> 
               <mi>
                 c 
               </mi> 
              </msub> 
             </mrow> 
             <mo>
               / 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 ρ 
               </mi> 
               <mi>
                 B 
               </mi> 
              </msub> 
             </mrow> 
            </mrow> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
        </msqrt> 
       </mrow> 
      </mfrac> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math>(21)</p>
   <p>Note that, if the core is dominated by warm dark matter and there is no relaxation or halo rotation, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mrow> 
        <msub> 
         <msup> 
          <mi>
            v 
          </mi> 
          <mo>
            ′ 
          </mo> 
         </msup> 
         <mrow> 
          <mi>
            h 
          </mi> 
          <mtext>
            rms 
          </mtext> 
         </mrow> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mi>
         f 
       </mi> 
      </mrow> 
     </mrow> 
    </math> is of cosmological origin.</p>
  </sec>
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