<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of ineris-01875962</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-20T09:08:15+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">An additive geostatistical model for mixing total and partial PM10 observations with CHIMERE rCTM</title>
            <author role="aut">
              <persName>
                <forename type="first">Maxime</forename>
                <surname>Beauchamp</surname>
              </persName>
              <email type="md5">a31ff0c97a7b639405bad5e88d4078e8</email>
              <email type="domain">ineris.fr</email>
              <idno type="idhal" notation="numeric">1264825</idno>
              <idno type="halauthorid" notation="string">645845-1264825</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-0605-8935</idno>
              <idno type="IDREF">https://www.idref.fr/233843663</idno>
              <affiliation ref="#struct-3186"/>
              <affiliation ref="#struct-301492"/>
              <affiliation ref="#struct-43221"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Bertrand</forename>
                <surname>Bessagnet</surname>
              </persName>
              <email type="md5">280aacc2f4fb8aa4753eb9a52e93760a</email>
              <email type="domain">ineris.fr</email>
              <idno type="idhal" notation="string">bertrand-bessagnet</idno>
              <idno type="idhal" notation="numeric">1110371</idno>
              <idno type="halauthorid" notation="string">535634-1110371</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-2062-4681</idno>
              <idno type="IDREF">https://www.idref.fr/185643361</idno>
              <affiliation ref="#struct-3186"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Chantal</forename>
                <surname>de Fouquet</surname>
              </persName>
              <idno type="halauthorid">9115-0</idno>
              <affiliation ref="#struct-301492"/>
              <affiliation ref="#struct-43221"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Laure</forename>
                <surname>Malherbe</surname>
              </persName>
              <email type="md5">d3242b55b8361a9d554716cc7b89cd09</email>
              <email type="domain">ineris.fr</email>
              <idno type="idhal" notation="numeric">1576518</idno>
              <idno type="halauthorid" notation="string">472342-1576518</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-0120-178X</idno>
              <idno type="IDREF">https://www.idref.fr/228508150</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/S-7108-2018</idno>
              <affiliation ref="#struct-3186"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Frédérik</forename>
                <surname>Meleux</surname>
              </persName>
              <idno type="halauthorid">535633-0</idno>
              <affiliation ref="#struct-3186"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Anthony</forename>
                <surname>Ung</surname>
              </persName>
              <idno type="halauthorid">119343-0</idno>
              <affiliation ref="#struct-3186"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Gestionnaire</forename>
                <surname>Civs</surname>
              </persName>
              <email type="md5">4a548b9dcccce937b05bc3a8aaeb679c</email>
              <email type="domain">ineris.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2018-09-18 09:34:16</date>
              <date type="whenModified">2026-02-07 05:15:23</date>
              <date type="whenReleased">2018-09-18 09:34:16</date>
              <date type="whenProduced">2018</date>
              <ref type="externalLink" target="https://api.istex.fr/ark:/67375/6H6-3WFMXZN8-7/fulltext.pdf?sid=hal"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="108776">
                <persName>
                  <forename>Gestionnaire</forename>
                  <surname>Civs</surname>
                </persName>
                <email type="md5">4a548b9dcccce937b05bc3a8aaeb679c</email>
                <email type="domain">ineris.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">ineris-01875962</idno>
            <idno type="halUri">https://ineris.hal.science/ineris-01875962</idno>
            <idno type="halBibtex">beauchamp:ineris-01875962</idno>
            <idno type="halRefHtml">&lt;i&gt;Atmospheric Environment&lt;/i&gt;, 2018, 189, pp.61-79. &lt;a target="_blank" href="https://dx.doi.org/10.1016/j.atmosenv.2018.06.035"&gt;&amp;#x27E8;10.1016/j.atmosenv.2018.06.035&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">Atmospheric Environment, 2018, 189, pp.61-79. &amp;#x27E8;10.1016/j.atmosenv.2018.06.035&amp;#x27E9;</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="SDE">Sciences De l'Environnement</idno>
            <idno type="stamp" n="INERIS">INERIS - Institut National de l'Environnement industriel et des RISques</idno>
            <idno type="stamp" n="ENSMP" corresp="PARISTECH">MINES ParisTech</idno>
            <idno type="stamp" n="ENSMP_GEOSCIENCES" corresp="ENSMP">Géosciences (GEOSCIENCES)</idno>
            <idno type="stamp" n="PARISTECH">ParisTech</idno>
            <idno type="stamp" n="GIP-BE">GIP Bretagne Environnement</idno>
            <idno type="stamp" n="PSL">Université Paris sciences et lettres</idno>
            <idno type="stamp" n="ENSMP_DEP_STE" corresp="ENSMP">Département Sciences de la Terre et de l’Environnement</idno>
            <idno type="stamp" n="ENSMP_DR" corresp="ENSMP">ENSMP_DR</idno>
            <idno type="stamp" n="ENSMP-PSL" corresp="PSL">MINES ParisTech - École nationale supérieure des mines de Paris - PSL</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">An additive geostatistical model for mixing total and partial PM10 observations with CHIMERE rCTM</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Maxime</forename>
                    <surname>Beauchamp</surname>
                  </persName>
                  <email type="md5">a31ff0c97a7b639405bad5e88d4078e8</email>
                  <email type="domain">ineris.fr</email>
                  <idno type="idhal" notation="numeric">1264825</idno>
                  <idno type="halauthorid" notation="string">645845-1264825</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-0605-8935</idno>
                  <idno type="IDREF">https://www.idref.fr/233843663</idno>
                  <affiliation ref="#struct-3186"/>
                  <affiliation ref="#struct-301492"/>
                  <affiliation ref="#struct-43221"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Bertrand</forename>
                    <surname>Bessagnet</surname>
                  </persName>
                  <email type="md5">280aacc2f4fb8aa4753eb9a52e93760a</email>
                  <email type="domain">ineris.fr</email>
                  <idno type="idhal" notation="string">bertrand-bessagnet</idno>
                  <idno type="idhal" notation="numeric">1110371</idno>
                  <idno type="halauthorid" notation="string">535634-1110371</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-2062-4681</idno>
                  <idno type="IDREF">https://www.idref.fr/185643361</idno>
                  <affiliation ref="#struct-3186"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Chantal</forename>
                    <surname>de Fouquet</surname>
                  </persName>
                  <idno type="halauthorid">9115-0</idno>
                  <affiliation ref="#struct-301492"/>
                  <affiliation ref="#struct-43221"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Laure</forename>
                    <surname>Malherbe</surname>
                  </persName>
                  <email type="md5">d3242b55b8361a9d554716cc7b89cd09</email>
                  <email type="domain">ineris.fr</email>
                  <idno type="idhal" notation="numeric">1576518</idno>
                  <idno type="halauthorid" notation="string">472342-1576518</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-0120-178X</idno>
                  <idno type="IDREF">https://www.idref.fr/228508150</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/S-7108-2018</idno>
                  <affiliation ref="#struct-3186"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Frédérik</forename>
                    <surname>Meleux</surname>
                  </persName>
                  <idno type="halauthorid">535633-0</idno>
                  <affiliation ref="#struct-3186"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Anthony</forename>
                    <surname>Ung</surname>
                  </persName>
                  <idno type="halauthorid">119343-0</idno>
                  <affiliation ref="#struct-3186"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">EN-2018-129</idno>
                <idno type="halJournalId" status="VALID">3273</idno>
                <idno type="issn">1352-2310</idno>
                <idno type="eissn">1873-2844</idno>
                <title level="j">Atmospheric Environment</title>
                <imprint>
                  <publisher>Elsevier</publisher>
                  <biblScope unit="volume">189</biblScope>
                  <biblScope unit="pp">61-79</biblScope>
                  <date type="datePub">2018</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1016/j.atmosenv.2018.06.035</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">PARTICULATE MATTER</term>
                <term xml:lang="en">COKRIGING</term>
                <term xml:lang="en">CHEMISTRY-TRANSPORT MODEL</term>
              </keywords>
              <classCode scheme="halDomain" n="sde">Environmental Sciences</classCode>
              <classCode scheme="halTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halOldTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halTreeTypology" n="ART">Journal articles</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>European Legislation (Directive, 2008/50/EC) requires the Member State to identify the areas where limit or target values are exceeded and to estimate the population exposed to these exceedances. The monitoring network of particulate matter with diameter less than 10 μs (PM10) and 2.5 μm (PM2.5) is homogeneous enough in Western Europe to describe accurately their daily spatial distribution. Daily mapping is required to correctly quantify the population exposed to the exceedances. Geostatistical methods are commonly used in Air Quality to interpolate the observations by taking into account the spatial dependencies between the data. The case of particulate matter is specific: in addition to the total PM10 observations, there are, for historical reasons, measurements of the so-called non-volatile fraction of the particles. The non-volatile fraction dataset is corrected and used as an observation of the total PM applied for mapping. It provides therefore a meaningful information on the chemical composition of the particles. Along this line, PM2.5 data, which are a subset of PM10, also bring an important information on the spatial distribution of the PM10, and conversely. This work demonstrates the importance of keeping an information considered as secondary in the monitoring network and how it is possible to improve the estimation of PM concentrations. An additive modelling for PM10 and its subset is used to link the explanatory variables between them and the related cokriging is presented. Maps and scores are shown and confronted to univariate kriging estimations throughout the first three months of 2015 in metropolitan France.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="institution" xml:id="struct-3186" status="VALID">
          <idno type="ROR">https://ror.org/034yrjf77</idno>
          <orgName>Institut National de l'Environnement Industriel et des Risques</orgName>
          <orgName type="acronym">INERIS</orgName>
          <desc>
            <address>
              <addrLine>Verneuil-en-Halatte ; Nancy ; Aix en Provence</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ineris.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-301492" status="VALID">
          <idno type="IdRef">026375249</idno>
          <idno type="ROR">https://ror.org/04y8cs423</idno>
          <orgName>Mines Paris - PSL (École nationale supérieure des mines de Paris)</orgName>
          <date type="start">1783-01-01</date>
          <desc>
            <address>
              <addrLine>60, boulevard Saint-Michel 75006 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.minesparis.psl.eu/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-564132" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-43221" status="VALID">
          <idno type="IdRef">151289468</idno>
          <idno type="RNSR">200920615Y</idno>
          <idno type="ROR">https://ror.org/03kc13263</idno>
          <orgName>Centre de Géosciences</orgName>
          <orgName type="acronym">GEOSCIENCES</orgName>
          <desc>
            <address>
              <addrLine>35 rue Saint-Honoré 77305 Fontainebleau cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.geosciences.mines-paristech.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301492" type="direct"/>
            <relation active="#struct-564132" type="indirect"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-564132" status="VALID">
          <idno type="IdRef">241597595</idno>
          <idno type="ISNI">0000 0004 1784 3645</idno>
          <idno type="ROR">https://ror.org/013cjyk83</idno>
          <orgName>Université Paris Sciences et Lettres</orgName>
          <orgName type="acronym">PSL</orgName>
          <desc>
            <address>
              <addrLine>60 rue Mazarine 75006 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.psl.eu/</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>