<?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 hal-03061493</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="2026-05-02T17:58:41+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Comparing the input, output, and validation maps for several models of land change</title>
            <author role="aut">
              <persName>
                <forename type="first">Jean Christophe</forename>
                <surname>Castella</surname>
              </persName>
              <email type="md5">7242645ec70db13868981476bd4cffc2</email>
              <email type="domain">ird.fr</email>
              <idno type="idhal" notation="string">jean-christophe-castella</idno>
              <idno type="idhal" notation="numeric">751427</idno>
              <idno type="halauthorid" notation="string">1987482-751427</idno>
              <idno type="IDREF">https://www.idref.fr/125375220</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-3532-0728</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.com/citations?hl=fr&amp;user=RKA0sTIAAAAJ</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/1190110</idno>
              <affiliation ref="#struct-117379"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Robert</forename>
                <surname>Pontius</surname>
              </persName>
              <idno type="halauthorid">2106401-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Wideke</forename>
                <surname>Boersma</surname>
              </persName>
              <idno type="halauthorid">2106402-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Keith C.</forename>
                <surname>Clarke</surname>
              </persName>
              <idno type="halauthorid">2106403-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Ton</forename>
                <surname>Nijs</surname>
              </persName>
              <idno type="halauthorid">2106404-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Charles</forename>
                <surname>Dietzel</surname>
              </persName>
              <idno type="halauthorid">2106405-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Zengqiang</forename>
                <surname>Duan</surname>
              </persName>
              <idno type="halauthorid">2106406-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Eric</forename>
                <surname>Fotsing</surname>
              </persName>
              <idno type="halauthorid">191331-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Noah</forename>
                <surname>Goldstein</surname>
              </persName>
              <idno type="halauthorid">2106407-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Kasper</forename>
                <surname>Kok</surname>
              </persName>
              <idno type="halauthorid">891959-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Eric</forename>
                <surname>Koomen</surname>
              </persName>
              <idno type="halauthorid">2106408-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Christopher</forename>
                <surname>Lippitt</surname>
              </persName>
              <idno type="halauthorid">2106409-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">William</forename>
                <surname>Mcconnell</surname>
              </persName>
              <idno type="halauthorid">2106410-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Alias</forename>
                <surname>Mohd Sood</surname>
              </persName>
              <idno type="halauthorid">2106411-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Bryan</forename>
                <surname>Pijanowski</surname>
              </persName>
              <idno type="halauthorid">1397092-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Sneha</forename>
                <surname>Pithadia</surname>
              </persName>
              <idno type="halauthorid">2106412-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Sean</forename>
                <surname>Sweeney</surname>
              </persName>
              <idno type="halauthorid">1561620-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Trung</forename>
                <surname>Tran</surname>
              </persName>
              <idno type="halauthorid">28781-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">A.</forename>
                <surname>Veldkamp</surname>
              </persName>
              <idno type="halauthorid">754263-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Peter H.</forename>
                <surname>Verburg</surname>
              </persName>
              <idno type="halauthorid">1017169-0</idno>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Base</forename>
                <surname>des publications scientifiques</surname>
              </persName>
              <email type="md5">086b7e4648c3be966c06800f9bfcb5a5</email>
              <email type="domain">univ-montp3.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2020-12-14 10:08:46</date>
              <date type="whenModified">2025-06-12 16:30:03</date>
              <date type="whenReleased">2020-12-14 10:08:46</date>
              <date type="whenProduced">2008</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="587510">
                <persName>
                  <forename>Base</forename>
                  <surname>des publications scientifiques</surname>
                </persName>
                <email type="md5">086b7e4648c3be966c06800f9bfcb5a5</email>
                <email type="domain">univ-montp3.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-03061493</idno>
            <idno type="halUri">https://hal.science/hal-03061493</idno>
            <idno type="halBibtex">castella:hal-03061493</idno>
            <idno type="halRefHtml">&lt;i&gt;Annals of Regional Science&lt;/i&gt;, 2008, 42 (1), pp.11-37</idno>
            <idno type="halRef">Annals of Regional Science, 2008, 42 (1), pp.11-37</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="SHS">Sciences de l'Homme et de la Société</idno>
            <idno type="stamp" n="SDE">Sciences De l'Environnement</idno>
            <idno type="stamp" n="UNIV-MONTP3">Université de Montpellier Paul-Valéry</idno>
            <idno type="stamp" n="AO-GEOGRAPHIE">Archives ouvertes de la Géographie</idno>
            <idno type="stamp" n="GIP-BE">GIP Bretagne Environnement</idno>
            <idno type="stamp" n="AGROPOLIS">Agropolis</idno>
            <idno type="stamp" n="AGREENIUM">Archive ouverte en agrobiosciences</idno>
            <idno type="stamp" n="INSTITUT-AGRO-MONTPELLIER">Institut Agro Montpellier</idno>
            <idno type="stamp" n="UMR-SENS">Savoirs,  Environnement, Sociétés</idno>
            <idno type="stamp" n="INSTITUT-AGRO">Institut Agro</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">Comparing the input, output, and validation maps for several models of land change</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Jean Christophe</forename>
                    <surname>Castella</surname>
                  </persName>
                  <email type="md5">7242645ec70db13868981476bd4cffc2</email>
                  <email type="domain">ird.fr</email>
                  <idno type="idhal" notation="string">jean-christophe-castella</idno>
                  <idno type="idhal" notation="numeric">751427</idno>
                  <idno type="halauthorid" notation="string">1987482-751427</idno>
                  <idno type="IDREF">https://www.idref.fr/125375220</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-3532-0728</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.com/citations?hl=fr&amp;user=RKA0sTIAAAAJ</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/1190110</idno>
                  <affiliation ref="#struct-117379"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Robert</forename>
                    <surname>Pontius</surname>
                  </persName>
                  <idno type="halauthorid">2106401-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Wideke</forename>
                    <surname>Boersma</surname>
                  </persName>
                  <idno type="halauthorid">2106402-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Keith C.</forename>
                    <surname>Clarke</surname>
                  </persName>
                  <idno type="halauthorid">2106403-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Ton</forename>
                    <surname>Nijs</surname>
                  </persName>
                  <idno type="halauthorid">2106404-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Charles</forename>
                    <surname>Dietzel</surname>
                  </persName>
                  <idno type="halauthorid">2106405-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Zengqiang</forename>
                    <surname>Duan</surname>
                  </persName>
                  <idno type="halauthorid">2106406-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Eric</forename>
                    <surname>Fotsing</surname>
                  </persName>
                  <idno type="halauthorid">191331-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Noah</forename>
                    <surname>Goldstein</surname>
                  </persName>
                  <idno type="halauthorid">2106407-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Kasper</forename>
                    <surname>Kok</surname>
                  </persName>
                  <idno type="halauthorid">891959-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Eric</forename>
                    <surname>Koomen</surname>
                  </persName>
                  <idno type="halauthorid">2106408-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Christopher</forename>
                    <surname>Lippitt</surname>
                  </persName>
                  <idno type="halauthorid">2106409-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">William</forename>
                    <surname>Mcconnell</surname>
                  </persName>
                  <idno type="halauthorid">2106410-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Alias</forename>
                    <surname>Mohd Sood</surname>
                  </persName>
                  <idno type="halauthorid">2106411-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Bryan</forename>
                    <surname>Pijanowski</surname>
                  </persName>
                  <idno type="halauthorid">1397092-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Sneha</forename>
                    <surname>Pithadia</surname>
                  </persName>
                  <idno type="halauthorid">2106412-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Sean</forename>
                    <surname>Sweeney</surname>
                  </persName>
                  <idno type="halauthorid">1561620-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Trung</forename>
                    <surname>Tran</surname>
                  </persName>
                  <idno type="halauthorid">28781-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">A.</forename>
                    <surname>Veldkamp</surname>
                  </persName>
                  <idno type="halauthorid">754263-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Peter H.</forename>
                    <surname>Verburg</surname>
                  </persName>
                  <idno type="halauthorid">1017169-0</idno>
                </author>
              </analytic>
              <monogr>
                <idno type="halJournalId" status="VALID">19412</idno>
                <idno type="issn">0570-1864</idno>
                <idno type="eissn">1432-0592</idno>
                <title level="j">Annals of Regional Science</title>
                <imprint>
                  <publisher>Springer Verlag</publisher>
                  <biblScope unit="volume">42</biblScope>
                  <biblScope unit="issue">1</biblScope>
                  <biblScope unit="pp">11-37</biblScope>
                  <date type="datePub">2008</date>
                </imprint>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="sde.es">Environmental Sciences/Environment and Society</classCode>
              <classCode scheme="halDomain" n="shs.geo">Humanities and Social Sciences/Geography</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>This paper applies methods of multiple resolution map comparison to quantify characteristics for 13 applications of 9 different popular peer-reviewed land change models. Each modeling application simulates change of land categories in raster maps from an initial time to a subsequent time. For each modeling application, the statistical methods compare: (1) a reference map of the initial time, (2) a reference map of the subsequent time, and (3) a prediction map of the subsequent time. The three possible two-map comparisons for each application characterize: (1) the dynamics of the landscape, (2) the behavior of the model, and (3) the accuracy of the prediction. The three-map comparison for each application specifies the amount of the prediction’s accuracy that is attributable to land persistence versus land change. Results show that the amount of error is larger than the amount of correctly predicted change for 12 of the 13 applications at the resolution of the raw data. The applications are summarized and compared using two statistics: the null resolution and the figure ofmerit. According to the figure ofmerit, themore accurate applications are the ones where the amount of observed net change in the reference maps is larger. This paper facilitates communication among land change modelers, because it illustrates the range of results for a variety of models using scientifically rigorous, generally applicable, and intellectually accessible statistical technique.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-117379" status="OLD">
          <idno type="IdRef">181311712</idno>
          <idno type="RNSR">201119398S</idno>
          <orgName>Gouvernance, Risque, Environnement, Développement</orgName>
          <orgName type="acronym">GRED</orgName>
          <date type="start">2011-01-01</date>
          <date type="end">2020-12-31</date>
          <desc>
            <address>
              <addrLine>IRD - 911 avenue Agropolis -BP 64501 - 34394 Montpellier cedex 5</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.gred.ird.fr/</ref>
          </desc>
          <listRelation>
            <relation name="UMR_D 220" active="#struct-42812" type="direct"/>
            <relation name="UMR220" active="#struct-451860" type="direct"/>
            <relation active="#struct-474617" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-42812" status="OLD">
          <idno type="IdRef">026404702</idno>
          <idno type="ISNI">000000012196152X</idno>
          <idno type="ROR">https://ror.org/00qhdy563</idno>
          <orgName>Université Paul-Valéry - Montpellier 3</orgName>
          <orgName type="acronym">UPVM</orgName>
          <date type="start">1970-11-18</date>
          <date type="end">2024-12-31</date>
          <desc>
            <address>
              <addrLine>Université Paul Valéry Montpellier 3Route de Mende 34199 Montpellier Cedex 5</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-montp3.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-451860" status="VALID">
          <orgName>Institut de Recherche pour le Développement</orgName>
          <orgName type="acronym">IRD [Occitanie]</orgName>
          <desc>
            <address>
              <addrLine>911 avenue Agropolis,BP 6450134394 Montpellier cedex 5</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://occitanie.ird.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-474617" status="OLD">
          <idno type="ROR">https://ror.org/03rnk6m14</idno>
          <orgName>Institut national d’études supérieures agronomiques de Montpellier</orgName>
          <orgName type="acronym">Montpellier SupAgro</orgName>
          <date type="start">2015-02-06</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>2, place Viala34060 Montpellier Cédex 2</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.supagro.fr</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>