<?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>0250-5460</journal-id>
<journal-title><![CDATA[Revista Boliviana de Química]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Bol. Quim]]></abbrev-journal-title>
<issn>0250-5460</issn>
<publisher>
<publisher-name><![CDATA[Universidad Mayor de San Andrés]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0250-54602021000300126</article-id>
<article-id pub-id-type="doi">10.34098/2078-3949.38.3.4</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Análisis multivariante en la clasificación de suelos para la agricultura en el Valle y Altiplano Boliviano]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Mamani Quispe]]></surname>
<given-names><![CDATA[Rolando]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramos Ramos]]></surname>
<given-names><![CDATA[Oswaldo E.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Chungara Castro]]></surname>
<given-names><![CDATA[Jorge]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Guzmán Alegría]]></surname>
<given-names><![CDATA[Leonardo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Mayor de San Andrés Instituto de Investigaciones Químicas IIQ ]]></institution>
<addr-line><![CDATA[La Paz ]]></addr-line>
<country>Bolivia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Agencia Boliviana de Energía Nuclear  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</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>38</volume>
<numero>3</numero>
<fpage>126</fpage>
<lpage>132</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.bo/scielo.php?script=sci_arttext&amp;pid=S0250-54602021000300126&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.bo/scielo.php?script=sci_abstract&amp;pid=S0250-54602021000300126&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.bo/scielo.php?script=sci_pdf&amp;pid=S0250-54602021000300126&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN  El suelo constituye uno de los recursos más importantes para la vida en el planeta. En ese sentido, este trabajo plantea un análisis discriminante y factorial de los parámetros químicos en diferentes suelos. Se realizó el análisis de 11 parámetros fisicoquímicos en muestras de suelos provenientes de dos comunidades: Yamora y Viacha, ambas localidades ubicadas en el Departamento de La Paz (Bolivia) y con características diferentes de suelos en base a su clasificación de suelos para uso en la agricultura. Se ha encontrado que la función discriminante está representada por cinco parámetros: Contenido de Nitrógeno, Fósforo, Na+, K+ y Mg2+. El análisis factorial muestra que los componentes principales son funciones de dos grupos de parámetros, uno con correlación positiva y otro con correlación negativa. Estas funciones permiten caracterizar los suelos y su fertilidad química.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT  The soil is one of the most important resources for life on the planet. In that sense, this study proposes a discriminant and factorial analysis of the chemical parameters in different soils. The assessment of eleven physicochemical parameters was carried out in soil samples from two communities: Yamora and Viacha, both located in La Paz (Bolivia), and both with different soils characteristics, as a basis for the classification of soils for its use in agriculture. It was found that the discriminant function is represented by five parameters: Nitrogen, Phosphorus, Na+, K+ and Mg2+ contents. The factorial analysis shows that the main components are functions of two groups of parameters, one with a positive correlation and the other with a negative correlation. These functions allow the characterization of the soils and their chemical fertility.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Statistical assessment]]></kwd>
<kwd lng="en"><![CDATA[Soils]]></kwd>
<kwd lng="en"><![CDATA[Discriminant and factorial analysis]]></kwd>
<kwd lng="es"><![CDATA[Evaluación estadística]]></kwd>
<kwd lng="es"><![CDATA[Suelos]]></kwd>
<kwd lng="es"><![CDATA[Análisis discriminante y factorial]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Martin]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Adad]]></surname>
<given-names><![CDATA[Idaybis]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Generalidades más importantes de las ciencias del suelo]]></article-title>
<source><![CDATA[Disciplina Ciencias del Suelo]]></source>
<year>2006</year>
<publisher-loc><![CDATA[Cuba ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Agraria de La Habana]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Karlen]]></surname>
<given-names><![CDATA[D.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Mausbach]]></surname>
<given-names><![CDATA[M.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Doran]]></surname>
<given-names><![CDATA[J.W.]]></given-names>
</name>
<name>
<surname><![CDATA[Cline]]></surname>
<given-names><![CDATA[R.G.]]></given-names>
</name>
<name>
<surname><![CDATA[Harris]]></surname>
<given-names><![CDATA[R.F.]]></given-names>
</name>
<name>
<surname><![CDATA[Schuman]]></surname>
<given-names><![CDATA[G.E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Soil quality: a concept, definition and framework for evaluation]]></article-title>
<source><![CDATA[Soil Sci. Soc. Am. J.]]></source>
<year>1997</year>
<numero>61</numero>
<issue>61</issue>
<page-range>4-10</page-range></nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Debelis]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<source><![CDATA[Evaluación de tierras. FCA-UNLZ,]]></source>
<year>2003</year>
</nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mamani]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Gúzman]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Chungara]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramos R.]]></surname>
<given-names><![CDATA[O. E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Evaluación quimiométrica del material de referencia interno (MRI) de suelos agrícolas en dos municipios provinciales de La Paz]]></source>
<year>2019</year>
<volume>36</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>180-9</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Karma]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Chemical properties of organic soils]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Martin]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Soil sampling and methods of analysis, Lewis Publishers]]></source>
<year>1993</year>
<publisher-loc><![CDATA[Canadian ]]></publisher-loc>
<publisher-name><![CDATA[Society of Soil Science]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B6">
<label>6</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Colernan]]></surname>
<given-names><![CDATA[N.T.]]></given-names>
</name>
<name>
<surname><![CDATA[Weed]]></surname>
<given-names><![CDATA[S.B.]]></given-names>
</name>
<name>
<surname><![CDATA[Mccracken]]></surname>
<given-names><![CDATA[R.J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cation exchange capacity and exchangeable cations in Piedemont soils of North Carolina]]></article-title>
<source><![CDATA[Soil Sci. Soc. Am. Proc.]]></source>
<year>1959</year>
<numero>23</numero>
<issue>23</issue>
<page-range>146-9</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>7</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vogel]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Química Analítica Cuantitativa]]></source>
<year>1960</year>
<edition>2nd</edition>
<publisher-loc><![CDATA[Buenos Aires, Argentina ]]></publisher-loc>
<publisher-name><![CDATA[Editorial Kapelusz S.A]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cottenie]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Verloo]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kiekens]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Velghe]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Camerlynck]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[Chemical analysis of plant and soil laboratory of analytical and agrochemistry]]></source>
<year>1982</year>
<publisher-name><![CDATA[State University Ghent press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kaúrichev]]></surname>
<given-names><![CDATA[IS]]></given-names>
</name>
</person-group>
<source><![CDATA[Prácticas de edafología]]></source>
<year>1980</year>
<publisher-name><![CDATA[Editorial Mir]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wolf]]></surname>
<given-names><![CDATA[A.M.]]></given-names>
</name>
<name>
<surname><![CDATA[Y Baker]]></surname>
<given-names><![CDATA[D.E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparison of soil test phosphorus by Olsen, Bray P1, Mehlich I and Mehlich III methods]]></article-title>
<source><![CDATA[Comm. Soil Sci and Plant Anal]]></source>
<year>1965</year>
<numero>16</numero>
<issue>16</issue>
<page-range>467-84</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobar]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Berdegué]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Tipificación de sistemas de producción agrícola]]></source>
<year>1990</year>
<publisher-name><![CDATA[RIMISP]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Salm]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Castro]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Propiedades químicas y potencial productivo de los suelos del departamento de La Paz, Bolivia,]]></article-title>
<source><![CDATA[Revista Boliviana de Química,]]></source>
<year>2005</year>
<volume>22</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>19-26</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
