<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2007-1132</journal-id>
<journal-title><![CDATA[Revista mexicana de ciencias forestales]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. mex. de cienc. forestales]]></abbrev-journal-title>
<issn>2007-1132</issn>
<publisher>
<publisher-name><![CDATA[Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-11322021000400096</article-id>
<article-id pub-id-type="doi">10.29298/rmcf.v12i66.816</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Análisis multitemporal del cambio en la cobertura del suelo en la Mixteca Alta Oaxaqueña]]></article-title>
<article-title xml:lang="en"><![CDATA[Multitemporal analysis of the change in land cover in the Mixteca Alta Oaxaqueña]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sandoval-García]]></surname>
<given-names><![CDATA[Rufino]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González Cubas]]></surname>
<given-names><![CDATA[Rigoberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Jiménez Pérez]]></surname>
<given-names><![CDATA[Javier]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Nuevo León Facultad de Ciencias Forestales ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Tecnológico Nacional de México Instituto Tecnológico Superior de San Miguel El Grande ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>08</month>
<year>2021</year>
</pub-date>
<volume>12</volume>
<numero>66</numero>
<fpage>96</fpage>
<lpage>121</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-11322021000400096&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-11322021000400096&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-11322021000400096&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen El objetivo de la presente investigación fue evaluar el cambio del uso de suelo y vegetación en una microcuenca de la Mixteca Alta Oaxaqueña durante el periodo de 1995 a 2016, mediante el uso de imágenes de alta resolución y con ello identificar la dinámica de pérdida y ganancia de la cobertura vegetal que permitan catalogar zonas prioritarias para la conservación y restauración. El análisis se desarrolló con una clasificación no supervisada y validación en campo. Los resultados mostraron un incremento positivo de 6.6 % durante el período de 1995 al 2016 en la cobertura forestal, a partir de las estrategias de restauración impulsadas por las comunidades indígenas e instituciones gubernamentales; mientras que, la agricultura tuvo una disminución de 8.4 %, lo cual se explica, en gran medida, porque muchas áreas han sido abandonadas por la migración y la pérdida de productividad del suelo, así como a la alteración del régimen de precipitación; lo que condujo a una conversión natural hacia los pastizales. Las áreas sin vegetación disminuyeron 4.1 % a consecuencia de los esfuerzos en la construcción de obras para la conservación de suelos, la formación de terrazas sucesivas y la estabilización de taludes. El aumento de áreas de pastizal dentro de la microcuenca es un motivo de preocupación, ya que se deben considerar como áreas prioritarias de restauración debido al tipo de suelo fácilmente erosionable.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The aim of this research was to assess the land use and vegetation change in a micro-basin of the Mixteca Alta in the state of Oaxaca, Mexico, from 1995 to 2016, through high resolution images and, thereby, identify the dynamics of loss and gain of the vegetal cover that allow to classify priority areas for conservation and restoration. The analysis was developed through an unsupervised classification and field validation. Results showed that forest cover has a positive increase of 6.6 % during the period from 1995 to 2016, as an outcome of restoration strategies promoted by indigenous communities and government institutions; agriculture decreased by 8.4 %, which is largely due to the fact that many areas have been abandoned due to migration and loss of soil productivity, as well as alteration of the precipitation regime, thus presenting a natural conversion to grasslands. The areas without vegetation decreased by 4.1 % as a result of the efforts in the construction of works for soil conservation, formation of successive terraces and stabilization of slopes. The increase in grassland areas within the micro-basin is a cause for concern, since should be considered as priority restoration areas due to the easily erodible soil type.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Cobertura del suelo]]></kwd>
<kwd lng="es"><![CDATA[comunidades indígenas]]></kwd>
<kwd lng="es"><![CDATA[conectividad funcional]]></kwd>
<kwd lng="es"><![CDATA[desertificación]]></kwd>
<kwd lng="es"><![CDATA[imágenes satelitales]]></kwd>
<kwd lng="es"><![CDATA[microcuenca]]></kwd>
<kwd lng="en"><![CDATA[Land cover]]></kwd>
<kwd lng="en"><![CDATA[indigenous communities]]></kwd>
<kwd lng="en"><![CDATA[functional connectivity]]></kwd>
<kwd lng="en"><![CDATA[desertification]]></kwd>
<kwd lng="en"><![CDATA[satellite images]]></kwd>
<kwd lng="en"><![CDATA[micro-watershed]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aguilar-Santelises]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[del Castillo F.]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Factors affecting woody plant species diversity of fragmented seasonally dry oak forests in the Mixteca Alta, Oaxaca, Mexico]]></article-title>
<source><![CDATA[Revista Mexicana de Biodiversidad]]></source>
<year>2013</year>
<volume>84</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>575-90</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="book">
<collab>Airbus Defence and Space</collab>
<source><![CDATA[Satellite Maps Yandex]]></source>
<year>2016</year>
<publisher-name><![CDATA[SASPlanet Development Team]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Astola]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Häme]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Sirro]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Molinier]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kilpi]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparison of Sentinel-2 and Landsat 8 imagery for forest variable prediction in boreal region]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2019</year>
<volume>223</volume>
<page-range>257-73</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Azzari]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Jain]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Lobell]]></surname>
<given-names><![CDATA[D. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Towards fine resolution global maps of crop yields: Testing multiple methods and satellites in three countries]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2017</year>
<volume>202</volume>
<page-range>129-41</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="book">
<collab>Birdseye</collab>
<source><![CDATA[Satellite Maps Google]]></source>
<year>2010</year>
<publisher-name><![CDATA[SASPlanet Development Team]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Caballero]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tecnologías tradicionales de transmisión oral en la región de la Mixteca]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Noriega]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Manejo del agua y restauración productiva en la región indígena Mixteca de Puebla y Oaxaca]]></source>
<year>2006</year>
<page-range>61-70</page-range><publisher-loc><![CDATA[Washington, DC. USA ]]></publisher-loc>
<publisher-name><![CDATA[The international Bank for Reconstruction and Development]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Camacho-Sanabria]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Juan P.]]></surname>
<given-names><![CDATA[J. I.]]></given-names>
</name>
<name>
<surname><![CDATA[Pineda J.]]></surname>
<given-names><![CDATA[N. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Cadena V.]]></surname>
<given-names><![CDATA[E. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Bravo P.]]></surname>
<given-names><![CDATA[L. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez L.]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cambios de cobertura/uso del suelo en una porción de la Zona de Transición Mexicana de Montaña]]></article-title>
<source><![CDATA[Madera y Bosques]]></source>
<year>2015</year>
<volume>21</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>93-112</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carranza S.]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Análisis de información espacial y aplicación de herramientas para la determinación de servicios ecosistémicos y toma de decisiones en la Región de la Mixteca]]></source>
<year>2014</year>
<page-range>491</page-range><publisher-loc><![CDATA[Santa Lucía del Camino, Oaxaca, México ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Castellanos-Bolaños]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Ruiz M.]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Introducción de Pinus greggii Engelm. en la Mixteca Alta Oaxaqueña]]></source>
<year>1993</year>
<numero>1</numero>
<issue>1</issue>
<page-range>18</page-range><publisher-loc><![CDATA[México ]]></publisher-loc>
<publisher-name><![CDATA[INIF]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<collab>Comisión Nacional para el Conocimiento y Uso de la Biodiversidad (Conabio)</collab>
<source><![CDATA[Uso de suelo y vegetación modificado por Conabio'. Escala 1: 1000000]]></source>
<year>1999</year>
<publisher-loc><![CDATA[Ciudad de México, México ]]></publisher-loc>
<publisher-name><![CDATA[Comisión Nacional para el Conocimiento y Uso de la Biodiversidad]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="">
<collab>Comisión Nacional Forestal (Conafor)</collab>
<source><![CDATA[Manual de obras y prácticas para la conservación de suelos forestales]]></source>
<year>2004</year>
<page-range>298</page-range><publisher-loc><![CDATA[Ciudad de México, México ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="">
<collab>Comisión Nacional Forestal (Conafor)</collab>
<source><![CDATA[Inventario Estatal Forestal y de Suelos - Oaxaca. Información complementaria y cartografía]]></source>
<year>2013</year>
<publisher-loc><![CDATA[Zapopan Jalisco, México ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Conrad]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Bechtel]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Bock]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Dietrich]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Fischer]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Gerlitz]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Wehberg]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Wichmann]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Böhner]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[System for Automated Geoscientific Analyses (SAGA) v. 2.1.4]]></article-title>
<source><![CDATA[Geoscientific Model Development]]></source>
<year>2015</year>
<volume>8</volume>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="book">
<collab>Coppernicus Open Access Hub</collab>
<source><![CDATA[The european space agencyhe]]></source>
<year>2020</year>
<publisher-name><![CDATA[Missions Sentinel 2A]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cristóbal]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pons]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Serra]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sobre el uso operativo de Landsat-7 ETM+ en Europa]]></article-title>
<source><![CDATA[Revista de Teledetección]]></source>
<year>2004</year>
<volume>21</volume>
<page-range>55-9</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Contreras-Hinojosa]]></surname>
<given-names><![CDATA[J. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Volke-Haller]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Oropeza-Mota]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Franco]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez-Saldaña]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez-Garza]]></surname>
<given-names><![CDATA[Á.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estado actual y causas de la degradación de los agostaderos en el Municipio de Yanhuitlán, Oaxaca]]></article-title>
<source><![CDATA[Terra Latinoamericana]]></source>
<year>2003</year>
<volume>21</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>427-35</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Champo-Jiménez]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Valderrama-Landeros]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[España-Boquera]]></surname>
<given-names><![CDATA[M. L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Pérdida de cobertura forestal en la Reserva de la Biósfera Mariposa Monarca, Michoacán, México (2006- 2010)]]></article-title>
<source><![CDATA[Revista Chapingo Serie Ciencias Forestales y del Ambiente]]></source>
<year>2012</year>
<volume>18</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>143-57</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Climas (clasificación de Köppen, modificado por García). Escala 1:1000000]]></source>
<year>1998</year>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guerrero-Arenas]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Jiménez H.]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Santiago R.]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[La transformación de los ecosistemas de la Mixteca Alta oaxaqueña desde el Pleistoceno Tardío hasta el Holoceno]]></article-title>
<source><![CDATA[Ciencia y Mar]]></source>
<year>2010</year>
<volume>14</volume>
<numero>40</numero>
<issue>40</issue>
<page-range>61-8</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hastie]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Tibshirani]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Friedman]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[The elements of statistical learning: data mining, inference, and prediction]]></source>
<year>2009</year>
<page-range>737</page-range><publisher-loc><![CDATA[New York, NY ]]></publisher-loc>
<publisher-name><![CDATA[Springer Series in Statistics]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[J, E.]]></given-names>
</name>
<name>
<surname><![CDATA[Franco F.]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Villarreal O.]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Camacho J.]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Pedraza M.]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Caracterización socioeconómica y productiva de unidades caprinas familiares en la mixteca poblana]]></article-title>
<source><![CDATA[Archivos de Zootecnia]]></source>
<year>2011</year>
<page-range>175-82</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="book">
<collab>Instituto Nacional de Estadística y Geografía (Inegi)</collab>
<article-title xml:lang=""><![CDATA['Uso del suelo y vegetación, escala 1:250000, serie I (continuo nacional)', escala: 1:250 000]]></article-title>
<source><![CDATA[Digitalización de las cartas de uso del suelo y vegetación elaboradas por Inegi entre los años 1980-1991 con base en fotografías aéreas de 1968-1986]]></source>
<year>1976</year>
<publisher-name><![CDATA[Instituto Nacional de Ecología]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="">
<collab>Instituto Nacional de Estadística y Geografía (Inegi)</collab>
<source><![CDATA['Uso del suelo y vegetación, escala 1:250000, serie II (continuo nacional)', escala: 1:250 000]]></source>
<year>1992</year>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="">
<collab>Instituto Nacional de Estadística y Geografía (Inegi)</collab>
<source><![CDATA[Conjunto de datos vectoriales. Espacios y Datos de México INEGI]]></source>
<year>1995</year>
<publisher-loc><![CDATA[Aguascalientes, Ags., México ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="">
<collab>Instituto Nacional de Estadística y Geografía (Inegi)</collab>
<source><![CDATA['Uso del suelo y vegetación, escala 1:250000, serie II (continuo nacional)', escala: 1:250 000]]></source>
<year>2002</year>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<collab>Instituto Nacional de Estadística y Geografía (Inegi)</collab>
<source><![CDATA[Síntesis de la información geográfica del estado de Oaxaca]]></source>
<year>2004</year>
<page-range>180</page-range><publisher-loc><![CDATA[Aguascalientes, Ags., México ]]></publisher-loc>
<publisher-name><![CDATA[Inegi]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="book">
<collab>Instituto Nacional de Estadística y Geografía (Inegi)</collab>
<source><![CDATA[Conjunto de datos vectoriales de Uso de Suelo y Vegetación. Escala 1:250 000. Serie VI. Escala: 1:250 000]]></source>
<year>2017</year>
<edition>1</edition>
<publisher-loc><![CDATA[Aguascalientes, Ags., México ]]></publisher-loc>
<publisher-name><![CDATA[INEGI]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="book">
<collab>Inventario Nacional Forestal</collab>
<source><![CDATA[Sistema Nacional de Información y Gestión Forestal]]></source>
<year>2000</year>
<publisher-name><![CDATA[CONAFOR]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jumb]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Sohani]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Shrivas]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Color image segmentation using K-means clustering and Otsu&#8217;s adaptive thresholding]]></article-title>
<source><![CDATA[International Journal of Innovative Technology and Exploring Engineering]]></source>
<year>2014</year>
<volume>3</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>72-6</page-range></nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lloyd]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Least squares quantization in PCM]]></article-title>
<source><![CDATA[IEEE Transactions on Information Theory]]></source>
<year>1982</year>
<volume>28</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>129-37</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mendoza G.]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El ganado comunal en la Mixteca Alta: de la época colonial al siglo XX. El caso de Tepelmeme]]></article-title>
<source><![CDATA[Historia Mexicana]]></source>
<year>2002</year>
<volume>51</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>749-85</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Oliver]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Munoz]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Batlle]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pacheco]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Freixenet]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Improving clustering algorithms for image segmentation using contour and region information]]></source>
<year>2006</year>
<conf-name><![CDATA[ IEEE International Conference on Automation, Quality and Testing, Robotics, 2]]></conf-name>
<conf-loc> </conf-loc>
<page-range>315-20</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Palacio-Prieto]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez-Salazar]]></surname>
<given-names><![CDATA[M. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Casado I.]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Propin F.]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado C.]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Velázquez M.]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Chias B.]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Ortiz Á.]]></surname>
<given-names><![CDATA[M. I.]]></given-names>
</name>
<name>
<surname><![CDATA[González S.]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Negrete F.]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Gabriel M.]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Márquez H.]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Indicadores para la caracterización y ordenamiento del territorio]]></source>
<year>2004</year>
<page-range>161</page-range><publisher-loc><![CDATA[México, D. F., México ]]></publisher-loc>
<publisher-name><![CDATA[Instituto Nacional de Ecología]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pham]]></surname>
<given-names><![CDATA[L. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Brabyn]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Ashraf]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Combining QuickBird, LiDAR, and GIS topography indices to identify a single native tree species in a complex landscape using an object-based classification approach]]></article-title>
<source><![CDATA[International Journal of Applied Earth Observation and Geoinformation]]></source>
<year>2016</year>
<volume>50</volume>
<page-range>187-97</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="book">
<collab>QGIS Development Team</collab>
<source><![CDATA[QGIS Geographic Information System]]></source>
<year>2020</year>
<publisher-name><![CDATA[Open Source Geospatial Foundation Project]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rashmi]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Chaluvaiah]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[G. H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An efficient parallel block processing approach for K-means algorithm for high resolution orthoimagery satellite images]]></article-title>
<source><![CDATA[Procedia Computer Science]]></source>
<year>2016</year>
<volume>89</volume>
<page-range>623-31</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Santiago-Mejía]]></surname>
<given-names><![CDATA[B. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez-Menez]]></surname>
<given-names><![CDATA[M. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Rubio-Granados]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Vaquera-Huerta]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez-Escudero]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Variabilidad espacial de propiedades físicas y químicas del suelo en un sistema lama-bordo en la Mixteca Alta de Oaxaca, México]]></article-title>
<source><![CDATA[Agricultura, Sociedad y Desarrollo]]></source>
<year>2018</year>
<volume>15</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>275-88</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="book">
<collab>SASPlanet</collab>
<source><![CDATA[SASPlanet Software]]></source>
<year>2020</year>
<publisher-name><![CDATA[SASPlanet Development Team]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="">
<collab>Secretaría de Agricultura y Desarrollo Rural (Sader)</collab>
<source><![CDATA[Programa Sembrando Vida]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="">
<collab>Servicio Meteorológico Nacional (SMN)</collab>
<source><![CDATA[Normales climatológicas, estación 20102 San Agustina Tlacotepec, periodo 1951-2010]]></source>
<year>2010</year>
</nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Singh]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Review article digital change detection techniques using remotely-sensed data]]></article-title>
<source><![CDATA[International journal of remote sensing]]></source>
<year>1989</year>
<volume>10</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>989-1003</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Steinhausen]]></surname>
<given-names><![CDATA[M. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Wagnerc]]></surname>
<given-names><![CDATA[P. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Narasimhand]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Waskea]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions]]></article-title>
<source><![CDATA[International Journal of Applied Earth Observation and Geoinformation]]></source>
<year>2018</year>
<volume>73</volume>
<page-range>595-604</page-range></nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Trucíos C,]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Rivera G.]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Delgado R.]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Ávalos]]></surname>
<given-names><![CDATA[J. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Cerano P.]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Análisis sobre cambio de uso de suelo en dos escalas de trabajo]]></article-title>
<source><![CDATA[Terra Latinoamericana]]></source>
<year>2013</year>
<volume>31</volume>
<page-range>339-46</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="">
<collab>US Geological Survey (USGS)</collab>
<source><![CDATA[Landsat-8 and Sentinel 2A image the Earth Explorer]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Valencia M.]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Velasco G.]]></surname>
<given-names><![CDATA[M. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Gómez C.]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Ruiz M.]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Capó A.]]></surname>
<given-names><![CDATA[M. Á.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ensayo de procedencias de Pinus greggii Engelm. en dos localidades de la Mixteca Alta de Oaxaca, México]]></article-title>
<source><![CDATA[Revista Fitotecnia Mexicana]]></source>
<year>2006</year>
<volume>29</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vega G]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[López-García]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Manzo Delgado]]></surname>
<given-names><![CDATA[L. de L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Análisis espectral y visual de vegetación y uso del suelo con imágenes Landsat ETM+ con apoyo de fotografías aéreas digitales en el Corredor Biológico Chichinautzin, Morelos, México]]></article-title>
<source><![CDATA[Boletín del Instituto de Geografía]]></source>
<year>2008</year>
<volume>67</volume>
<page-range>59-75</page-range><publisher-name><![CDATA[UNAM]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Velasco-Velasco]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Enri&#769;quez-del Valle]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodri&#769;guez-Ortiz]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Campos-A&#769;ngeles]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Go&#769;mez-Cárdenas]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Garci&#769;a-García]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluación de procedencias de Pinus greggii Engelm. Ex Parl. en plantaciones de la Mixteca Oaxaquen&#771;a]]></article-title>
<source><![CDATA[Revista Mexicana de Ciencias Forestales]]></source>
<year>2012</year>
<volume>3</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>41-50</page-range></nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Velázquez]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Durán]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramírez]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Mas]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Bocco]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramírez]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Palacio]]></surname>
<given-names><![CDATA[J. L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Land use-cover change processes in highly biodiverse areas: the case of Oaxaca, Mexico]]></article-title>
<source><![CDATA[Global Environmental Change]]></source>
<year>2003</year>
<volume>13</volume>
<page-range>175-84</page-range></nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="book">
<collab>World Imagery</collab>
<source><![CDATA[ArcGIS. Imagery. Maps/ESRI]]></source>
<year>2013</year>
<publisher-name><![CDATA[SASPlanet Development Team]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
