<?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>0188-8897</journal-id>
<journal-title><![CDATA[Hidrobiológica]]></journal-title>
<abbrev-journal-title><![CDATA[Hidrobiológica]]></abbrev-journal-title>
<issn>0188-8897</issn>
<publisher>
<publisher-name><![CDATA[Universidad Autónoma Metropolitana, División de Ciencias Biológicas y de la Salud]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0188-88972016000100014</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Variación espacial de la calidad del agua para uso agrícola del acuífero costero del Valle del Mayo, Sonora, México]]></article-title>
<article-title xml:lang="en"><![CDATA[Spatial variation of water quality for irrigation in the coastal Mayo Valley aquifer, Sonora, Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez Cruz]]></surname>
<given-names><![CDATA[Diego Armando]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Chávez Morales]]></surname>
<given-names><![CDATA[Jesús]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Bustamante González]]></surname>
<given-names><![CDATA[Angel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Palacios Vélez]]></surname>
<given-names><![CDATA[Óscar Luis]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[de la Isla de Bauer]]></surname>
<given-names><![CDATA[Ma. De Lourdes]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Tijerina Chávez]]></surname>
<given-names><![CDATA[Leonardo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Colegio de Postgraduados Campus Montecillo Postgrado de Hidrociencias]]></institution>
<addr-line><![CDATA[ Edo. de México]]></addr-line>
<country>México</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Colegio de Postgraduados Campus Puebla ]]></institution>
<addr-line><![CDATA[Municipio San Pedro Cholula Puebla]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2016</year>
</pub-date>
<volume>26</volume>
<numero>1</numero>
<fpage>109</fpage>
<lpage>119</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0188-88972016000100014&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0188-88972016000100014&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0188-88972016000100014&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: En este estudio se determinaron los patrones hidroquímicos presentes en el acuífero del Valle del Mayo, en el área del Distrito de Riego Río Mayo y se identificaron los factores que influyen en su distribución espacial a fin de identificar los procesos que afectan la calidad del agua en el acuífero para uso agrícola. Se clasificó la información físico-química de 54 pozos georeferenciados, para el periodo 2005 al 2007, en el diagrama de Piper y se realizó un análisis de componentes principales (PCA). La aplicación del método hidroquímico y el (PCA), permitieron identificar los patrones hidroquímicos presentes en el acuífero y los factores que los originan. En las cercanías del Río Mayo las aguas corresponden al tipo bicarbonatadas magnésicas-cálcicas, indicando aguas con poco tiempo de residencia. En la parte norte del acuífero predominaron las muestras sulfatadas, resultado de la circulación del agua por depósitos sedimentarios evaporíticos. En el centro-sur el agua es del tipo clorurada sódica principalmente.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: In this study the hydrochemical patterns of the Mayo River aquifer, in the Mayo River Irrigation District, and the factors determining the spatial distribution of the water quality for irrigation were determined. Physicochemical information, from 2005 to 2007, of 54 goereference wells was classified in the Piper diagram and principal component analysis (PCA). The use of the hydrochemical method and PCA allowed to identify the existing hidrochemical patterns and the factors that influence them. Close to Mayo riverbed waters were classified as magnesium-calcium bicarbonate, indicating short term resident time of water. North of the aquifer sulfate samples dominated, as a result of water circulation on sedimentary evaporite deposits. In the southcentral area most waters were saline-sodic.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Acuífero]]></kwd>
<kwd lng="es"><![CDATA[agua subterránea]]></kwd>
<kwd lng="es"><![CDATA[calidad del agua]]></kwd>
<kwd lng="es"><![CDATA[caracterización hidroquímica]]></kwd>
<kwd lng="es"><![CDATA[Valle del Mayo]]></kwd>
<kwd lng="en"><![CDATA[Aquifer]]></kwd>
<kwd lng="en"><![CDATA[groundwater]]></kwd>
<kwd lng="en"><![CDATA[hydro-chemical characterization]]></kwd>
<kwd lng="en"><![CDATA[Mayo Valley]]></kwd>
<kwd lng="en"><![CDATA[water quality]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Apha]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[WPCF. Standard methods for the examination of water and wastewater]]></source>
<year>1998</year>
<edition>20th</edition>
<publisher-loc><![CDATA[Washington DC ]]></publisher-loc>
<publisher-name><![CDATA[American Public Health Association]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ayers]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Westcot]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<source><![CDATA[Water quality for agriculture]]></source>
<year>1985</year>
<publisher-loc><![CDATA[Rome ]]></publisher-loc>
<publisher-name><![CDATA[Food and Agricultural Organization]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brown]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Skougstad]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Fishmen]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Method for collection and analyzing of water samples for dissolved minerals and gasses]]></source>
<year>1983</year>
<volume>75</volume>
<publisher-loc><![CDATA[Washington DC, USA ]]></publisher-loc>
<publisher-name><![CDATA[US Govt. Printing Office]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Canales-Elorduy]]></surname>
<given-names><![CDATA[A. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Robles-Contreras]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<source><![CDATA[Acuífero del valle del Mayo: Universidad de Sonora]]></source>
<year>1997</year>
<conf-name><![CDATA[ ISeminario de Acuíferos Costeros de Sonora, Hermosillo]]></conf-name>
<conf-loc> </conf-loc>
<page-range>90-2</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chapman]]></surname>
<given-names><![CDATA[D. V.]]></given-names>
</name>
</person-group>
<source><![CDATA[Water quality assessments: a guide to the use of biota, sediments and water in environmental monitoring]]></source>
<year>1996</year>
<publisher-loc><![CDATA[London, England ]]></publisher-loc>
<publisher-name><![CDATA[World Health Organization]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Study of variation in groundwater quality in a coastal aquifer in north-eastern Tunisia using multivariate factor analysis]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Charfi]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Zouari]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Feki]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Mami]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Quaternary International]]></source>
<year>2013</year>
<volume>302</volume>
<page-range>199-209</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="">
<collab>CONAGUA (Comisión Nacional del Agua)</collab>
<source><![CDATA[Programa Nacional Hidráulico 2001-2006]]></source>
<year>2003</year>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<collab>CONAGUA (Comisión Nacional del Agua)</collab>
<source><![CDATA[Plan director para la modernización integral del Distrito de Riego 038 Río mayo, Sonora]]></source>
<year>2005</year>
<publisher-name><![CDATA[Subdirección General de Infraestructura Hidroagrícola. Gerencia de Distritos y Unidades de Riego]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<collab>CONAGUA (Comisión Nacional del Agua)</collab>
<source><![CDATA[Actualización de la Disponibilidad Media Anual de Agua Subterránea. Acuífero (2642) Valle del Mayo, Estado de Sonora]]></source>
<year>2009</year>
<publisher-name><![CDATA[Gerencia de Aguas Subterráneas, Subdirección General Técnica]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<collab>INEGI (Instituto Nacional de Estadística y Geografía)</collab>
<source><![CDATA[Estudio hidrológico del Estado de Sonora: México, D.F.]]></source>
<year>1993</year>
<publisher-name><![CDATA[Instituto Nacional de Estadística, Geografía e Informática, Secretaría de Programación y Presupuesto]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[J.-O.]]></given-names>
</name>
<name>
<surname><![CDATA[Mueller]]></surname>
<given-names><![CDATA[C. W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Introduction to factor analysis: what it is and how to do it. Quantitative applications in the social sciences series]]></source>
<year>1987</year>
<publisher-loc><![CDATA[Newbury Park ]]></publisher-loc>
<publisher-name><![CDATA[Sage University Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Identification of recharge areas using geochemical factor analysis]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lawrence]]></surname>
<given-names><![CDATA[F. W.]]></given-names>
</name>
<name>
<surname><![CDATA[Upchurch]]></surname>
<given-names><![CDATA[S. B.]]></given-names>
</name>
</person-group>
<source><![CDATA[Groundwater]]></source>
<year>1982</year>
<volume>20</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>680-7</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[C.-W.]]></given-names>
</name>
<name>
<surname><![CDATA[Lin]]></surname>
<given-names><![CDATA[K.-H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kuo]]></surname>
<given-names><![CDATA[Y.-M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Science of the Total Environment]]></source>
<year>2003</year>
<volume>313</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>77-89</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Luque]]></surname>
<given-names><![CDATA[R. I.]]></given-names>
</name>
</person-group>
<source><![CDATA[Estudio de la evolución temporal y espacial del nivel estático del acuífero valle del Mayo para el periodo 1997-2011]]></source>
<year>2013</year>
<publisher-loc><![CDATA[Texcoco, Edo. de Méx. ]]></publisher-loc>
<publisher-name><![CDATA[Colegio de Postgraduados, Campus Montecillo]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Identifying sources of groundwater contamination in a hard-rock aquifer system using multivariate statistical analyses and GIS-based geostatistical modeling techniques]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Machiwal]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Jha]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of Hydrology: Regional Studies]]></source>
<year>2015</year>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Martínez-Cruz]]></surname>
<given-names><![CDATA[D. A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Impacto ambiental de la agricultura de riego en la calidad del suelo y los recursos hídricos en el Distrito de Riego 038 Río Mayo Navojoa, Sonora México]]></source>
<year>2015</year>
<publisher-loc><![CDATA[Texcoco, Edo de Méx. ]]></publisher-loc>
<publisher-name><![CDATA[Colegio de Postgraduados, Campus Montecillo]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Relative importance of the saturated and the unsaturated zones in the hydrogeological functioning of karst aquifers: The case of Alta Cadena (Southern Spain)]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mudarra]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Andreo]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of hydrology]]></source>
<year>2011</year>
<volume>397</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>263-80</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Palacios-Vélez]]></surname>
<given-names><![CDATA[O. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Aceves-Navarro]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Instructivo para el muestreo, registro de datos e interpretación de la calidad del agua para riego agrícola]]></source>
<year>1970</year>
<publisher-loc><![CDATA[Chapingo, Estado de México. México ]]></publisher-loc>
<publisher-name><![CDATA[Colegio de Posgraduados]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[A graphic procedure in the geochemical interpretation of water-analyses]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Piper]]></surname>
<given-names><![CDATA[A. M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Transactions, American Geophysical Union]]></source>
<year>1944</year>
<volume>25</volume>
<page-range>914-28</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="book">
<collab>PLANIMEX (Ingenieros Consultores S. A. de C .V.)</collab>
<source><![CDATA[Estudio Geohidrológico de los acuíferos en el Valle del Mayo Ingenieros Consultores S. A.]]></source>
<year>1970</year>
<publisher-loc><![CDATA[México, D.F., México ]]></publisher-loc>
<publisher-name><![CDATA[Secretaría de Recursos Hidráulicos]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Three-dimensional geological modelling and multivariate statistical analysis of water chemistry data to analyse and visualise aquifer structure and groundwater composition in the Wairau Plain, Marlborough District, New Zealand]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Raiber]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[White]]></surname>
<given-names><![CDATA[P. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Daughney]]></surname>
<given-names><![CDATA[C. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Tschritter]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Davidson]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Bainbridge]]></surname>
<given-names><![CDATA[S. E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of Hydrology]]></source>
<year>2012</year>
<volume>436</volume>
<page-range>13-34</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Effects of seasonal change and seawater intrusion on water quality for drinking and irrigation purposes, in coastal aquifers of Dar es Salaam, Tanzania]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sappa]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Ergul]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Ferranti]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Sweya]]></surname>
<given-names><![CDATA[L. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Luciani]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of African Earth Sciences]]></source>
<year>2015</year>
<volume>105</volume>
<page-range>64-84</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[NOM-127-SSA1-1994. Salud ambiental, agua para uso y consumo humano. Límites permisibles de calidad y tratamientos a que debe someterse el agua para su potabilización]]></article-title>
<collab>SSA (Secretaria de Salud)</collab>
<source><![CDATA[Diario Oficial de la Federación]]></source>
<year>1995</year>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin, Japan]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shrestha]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Kazama]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<source><![CDATA[Environmental Modelling &amp; Software]]></source>
<year>2007</year>
<volume>22</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>464-75</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Geochemical Modeling of Groundwater in Chinnar River Basin: A Source Identification Perspective]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Suma]]></surname>
<given-names><![CDATA[C. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Srinivasamoorthy]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Saravanan]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Faizalkhan]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Prakash]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Gopinath]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<source><![CDATA[Aquatic Procedia]]></source>
<year>2015</year>
<volume>4</volume>
<page-range>986-92</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Multivariate analyses of water chemistry: surface and ground water interactions]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Woocay]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Walton]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Groundwater]]></source>
<year>2008</year>
<volume>46</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>437-49</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
