<?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>1870-3453</journal-id>
<journal-title><![CDATA[Revista mexicana de biodiversidad]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Mex. Biodiv.]]></abbrev-journal-title>
<issn>1870-3453</issn>
<publisher>
<publisher-name><![CDATA[Instituto de Biología]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1870-34532010000300026</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Mammalian diversity in climatic domains for Tehuacán-Cuicatlán Biosphere Reserve, Mexico]]></article-title>
<article-title xml:lang="es"><![CDATA[Diversidad de mamíferos en los dominios climáticos de la Reserva de la Biosfera Tehuacán-Cuicatlán, México]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Téllez Valdés]]></surname>
<given-names><![CDATA[Oswaldo]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Farías]]></surname>
<given-names><![CDATA[Verónica]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Dávila Aranda]]></surname>
<given-names><![CDATA[Patricia]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Louis Stein]]></surname>
<given-names><![CDATA[Janet]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lira Saade]]></surname>
<given-names><![CDATA[Rafael]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Botello]]></surname>
<given-names><![CDATA[Francisco J.]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Nacional Autónoma de México (UNAM) Facultad de Estudios Superiores ]]></institution>
<addr-line><![CDATA[Tlalnepantla Estado de México]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,The Australian University Centre for Resource and Environmental Studies ]]></institution>
<addr-line><![CDATA[ Canberra]]></addr-line>
<country>Australia</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Universidad Nacional Autónoma de México (UNAM) Instituto de Biología Laboratorio de Sistema de Información Geográfica]]></institution>
<addr-line><![CDATA[México D. F]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2010</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2010</year>
</pub-date>
<volume>81</volume>
<numero>3</numero>
<fpage>863</fpage>
<lpage>874</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1870-34532010000300026&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1870-34532010000300026&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1870-34532010000300026&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The Tehuacán-Cuicatlán biosphere reserve (BRTC) is rich in mammalian diversity, but geographical distribution information is absent or insufficient for most species. Consequently, previous efforts to model the ecological niche and potential distribution of mammals have been hampered. The main purpose of this study was to examine the patterns of mammalian diversity in BRTC using a climatic domains classification. Biological datasets composed of geographically referenced localities commonly are raw input during analyses of geographical distributions of species, but in countries like Mexico datasets frequently are incomplete and biased. The recent availability of interpolators and geographic information systems make possible the enhancement of environmental datasets and open the possibility to use climatic parameters to explain biological patterns. In this study we generated a climatic domain classification for the Tehuacán-Cuicatlán valley and its surrounding areas of influence. With this approach, climatic domains were used as biodiversity surrogates, and we justified the overlapping of environmental data with the biological dataset (species, longitude, latitude, and elevation) to evaluate and complement the available mammal diversity information within BRTC.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[La reserva de la biosfera Tehuacán-Cuicatlán (BRTC) posee gran diversidad de mamíferos, pero la información sobre distribución geográfica es incompleta para la mayoría de las especies. Esto ha representado una dificultad en esfuerzos previos para modelar el nicho ecológico y la distribución potencial de mamíferos en la BRTC. Nuestro objetivo fue comparar los patrones de diversidad de mamíferos en la BRTC usando una clasificación de dominios climáticos. Las bases de datos biológicas compuestas de localidades georeferenciadas generalmente son usadas como datos crudos en análisis de distribución geográfica de especies, pero en países como México frecuentemente están incompletas y presentan sesgos de muestreo. La reciente disponibilidad de interpoladores y de sistemas de información geográfica permitió mejorar las bases de datos ambientales, lo que abrió la posibilidad de usar parámetros climáticos para explicar patrones biológicos. En este estudio generamos una clasificación de dominios climáticos del valle de Tehuacán-Cuicatlán y sus áreas de influencia. Con este enfoque, los dominios climáticos fueron usados como sustituto de biodiversidad, y justificamos la superposición de los parámetros climáticos con la base de datos biológica (especie, longitud, latitud y elevación) para evaluar y complementar la información disponible sobre la diversidad de mamíferos en la BRTC.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[biodiversity surrogate]]></kwd>
<kwd lng="en"><![CDATA[geographic distribution]]></kwd>
<kwd lng="en"><![CDATA[Mammalia]]></kwd>
<kwd lng="es"><![CDATA[sustituto de biodiversidad]]></kwd>
<kwd lng="es"><![CDATA[distribución geográfica]]></kwd>
<kwd lng="es"><![CDATA[Mammalia]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  	    <p align="justify"><font face="verdana" size="4">Ecolog&iacute;a</font></p> 	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 	    <p align="center"><font face="verdana" size="4"><b>Mammalian diversity in climatic domains for Tehuac&aacute;n&#150;Cuicatl&aacute;n Biosphere Reserve, Mexico</b></font></p> 	    <p align="center"><font face="verdana" size="2">&nbsp;</font></p> 	    <p align="center"><font face="verdana" size="3"><b>Diversidad de mam&iacute;feros en los dominios clim&aacute;ticos de la Reserva de la Biosfera Tehuac&aacute;n&#150;Cuicatl&aacute;n, M&eacute;xico</b></font></p> 	    <p align="center"><font face="verdana" size="2">&nbsp;</font></p> 	    <p align="center"><font face="verdana" size="2"><b>Oswaldo T&eacute;llez Vald&eacute;s<sup>1</sup>, Ver&oacute;nica Far&iacute;as<sup>1*</sup>, Patricia D&aacute;vila Aranda<sup>1</sup>, Janet Louis Stein<sup>2</sup>, Rafael Lira Saade<sup>1</sup> and Francisco J. Botello<sup>3</sup></b></font></p> 	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 	    <p align="justify"><font face="verdana" size="2"><sup><i>1</i></sup><i> Laboratorio de Recursos Naturales, Unidad de Biolog&iacute;a, Tecnolog&iacute;a y Prototipos (UBIPRO), Facultad de Estudios Superiores Iztacala Universidad Nacional Aut&oacute;noma de M&eacute;xico (UNAM). Avenida de los Barrios 1, Los Reyes Iztacala, Tlalnepantla, C.P. 54090, Estado de M&eacute;xico, M&eacute;xico</i> *Correspondent: <a href="mailto:veronicafarias2006@gmail.com">veronicafarias2006@gmail.com</a></font></p> 	    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><sup><i>2</i></sup><i> Centre for Resource and Environmental Studies, The Australian University, Canberra, Australia.</i></font></p> 				    <p align="justify"><font face="verdana" size="2"><sup><i>3</i></sup><i> Laboratorio de Sistema de Informaci&oacute;n Geogr&aacute;fica, Instituto de Biolog&iacute;a, Universidad Nacional Aut&oacute;noma de M&eacute;xico (UNAM). Circuito exterior s/n, Ciudad Universitaria, Coyoac&aacute;n, C.P. 04510, M&eacute;xico, D. F., M&eacute;xico</i></font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2">Recibido: 23 febrero 2009    <br> 				  Aceptado: 08 enero 2010 			    </font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Abstract</b></font></p> 				    <p align="justify"><font face="verdana" size="2">The Tehuac&aacute;n&#150;Cuicatl&aacute;n biosphere reserve (BRTC) is rich in mammalian diversity, but geographical distribution information is absent or insufficient for most species. Consequently, previous efforts to model the ecological niche and potential distribution of mammals have been hampered. The main purpose of this study was to examine the patterns of mammalian diversity in BRTC using a climatic domains classification. Biological datasets composed of geographically referenced localities commonly are raw input during analyses of geographical distributions of species, but in countries like Mexico datasets frequently are incomplete and biased. The recent availability of interpolators and geographic information systems make possible the enhancement of environmental datasets and open the possibility to use climatic parameters to explain biological patterns. In this study we generated a climatic domain classification for the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and its surrounding areas of influence. With this approach, climatic domains were used as biodiversity surrogates, and we justified the overlapping of environmental data with the biological dataset (species, longitude, latitude, and elevation) to evaluate and complement the available mammal diversity information within BRTC.</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Key words:</b> biodiversity surrogate, geographic distribution, Mammalia.</font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><b>Resumen</b></font></p> 				    <p align="justify"><font face="verdana" size="2">La reserva de la biosfera Tehuac&aacute;n&#150;Cuicatl&aacute;n (BRTC) posee gran diversidad de mam&iacute;feros, pero la informaci&oacute;n sobre distribuci&oacute;n geogr&aacute;fica es incompleta para la mayor&iacute;a de las especies. Esto ha representado una dificultad en esfuerzos previos para modelar el nicho ecol&oacute;gico y la distribuci&oacute;n potencial de mam&iacute;feros en la BRTC. Nuestro objetivo fue comparar los patrones de diversidad de mam&iacute;feros en la BRTC usando una clasificaci&oacute;n de dominios clim&aacute;ticos. Las bases de datos biol&oacute;gicas compuestas de localidades georeferenciadas generalmente son usadas como datos crudos en an&aacute;lisis de distribuci&oacute;n geogr&aacute;fica de especies, pero en pa&iacute;ses como M&eacute;xico frecuentemente est&aacute;n incompletas y presentan sesgos de muestreo. La reciente disponibilidad de interpoladores y de sistemas de informaci&oacute;n geogr&aacute;fica permiti&oacute; mejorar las bases de datos ambientales, lo que abri&oacute; la posibilidad de usar par&aacute;metros clim&aacute;ticos para explicar patrones biol&oacute;gicos. En este estudio generamos una clasificaci&oacute;n de dominios clim&aacute;ticos del valle de Tehuac&aacute;n&#150;Cuicatl&aacute;n y sus &aacute;reas de influencia. Con este enfoque, los dominios clim&aacute;ticos fueron usados como sustituto de biodiversidad, y justificamos la superposici&oacute;n de los par&aacute;metros clim&aacute;ticos con la base de datos biol&oacute;gica (especie, longitud, latitud y elevaci&oacute;n) para evaluar y complementar la informaci&oacute;n disponible sobre la diversidad de mam&iacute;feros en la BRTC. </font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Palabras clave:</b> sustituto de biodiversidad, distribuci&oacute;n geogr&aacute;fica, Mammalia.</font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Introduction</b></font></p> 				    <p align="justify"><font face="verdana" size="2">The analyses of species distribution aimed to identify priority areas for biodiversity conservation rely mainly on datasets of point localities where specimens were collected. Nevertheless, raw data of geographical distributions of species are frequently incomplete, fragmented and biased (Reddy and D&aacute;valos, 2003; Rondinini et al., 2006). When good range data are available for a species or group of species, it is common to use this information as surrogate of biodiversity patterns in other groups of species where information is absent or incomplete (Caro and O'Doherty, 1999; Pinto et al., 2008). Another choice has been to use the information contained in patterns at higher levels in the biological hierarchy, such as vegetation types and landscape features (Lindenmayer et al., 1991, Margules and Pressey, 2000). Moreover, with the use of geographic information systems and interpolators like ANUSPLIN (Hutchinson, 1991), trustworthy environmental data have been produced for areas where climatic information was missing, opening the possibility to use non&#150;biological elements, such as climatic variables, to explain biological patterns (T&eacute;llez Vald&eacute;s and D&aacute;vila Aranda, 2003). Several studies developed by Hutchinson (1991, 1995a, 1995b, 1997, 1998) and Hutchinson and Gessler (1994) enabled the 3&#150;dimensional space interpolation of climatic data by incorporating a digital elevation model to generate raster surfaces of climatic variables and parameters for Australia. Using the software package ANUSPLIN, climatic surfaces of the minimum and maximum temperature and precipitation, and 19 specific bioclimatic parameters have recently been derived for Mexico and for the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley (T&eacute;llez Vald&eacute;s and D&aacute;vila Aranda, 2003; T&eacute;llez Vald&eacute;s et al., in press).</font></p> 				    <p align="justify"><font face="verdana" size="2">The Tehuac&aacute;n&#150;Cuicatl&aacute;n biosphere reserve (BRTC) belongs to the floristic province of the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley, which is outstanding for its high plant diversity and endemism (Rzedowski, 1978; D&aacute;vila, 1997; T&eacute;llez Vald&eacute;s and D&aacute;vila Aranda, 2003). Recently, some surveys and studies showed that the BRTC is rich in mammal species and endemisms compared to other protected natural areas in M&eacute;xico (Botello et al., 2005, 2006a, 2006b; Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007). Nevertheless, studies of the diversity and distribution of mammals in the BRTC are limited in the number of localities and species investigated (Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007). Therefore, current knowledge regarding mammalian distribution patterns in the BRTC is fragmentary, particularly for Mexican endemic species (Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007). Thus, the bias and lack of information prevail for most mammal species in available biological datasets, and this shortcoming hampered our previous efforts to model the ecological niche and potential distribution of mammals within BRTC using BIOCLIM and GARP. Consequently, the main purpose of this study was to examine the patterns of mammalian diversity in BRTC using a climatic domains classification, since domains may be a good surrogate of biodiversity and may represent the reserve's high biological diversity and endemism rate, complex topography, and varied environmental conditions (T&eacute;llez Vald&eacute;s and D&aacute;vila Aranda, 2003).</font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Materials and methods</b></font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Study area</i>. The Tehuac&aacute;n&#150;Cuicatl&aacute;n biosphere reserve is located in southeastern Puebla and northwestern Oaxaca, approximately at 96&deg; 55' to 97&deg; 44' longitude W and 17&deg; 39' to 18&deg; 53' latitude N. The reserve has an extension of about 5 000 km<sup>2</sup>, but it belongs to a much larger unit, the floristic province of Tehuac&aacute;n&#150;Cuicatl&aacute;n valley (Rzedowski, 1978) which covers about 10 000 km<sup>2</sup> and represents the southernmost semiarid area in Mexico and in North America. It is one of the most important arid regions in the world, due to its floristic richness and high endemism rate (D&aacute;vila , 1997; D&aacute;vila et al., 2002). Because the available biological dataset of mammalian distribution within BRTC was biased and incomplete for most species, we rather used the more complete and less biased dataset of mammalian diversity patterns for a region that included the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and its surrounding areas of influence: the Balsas basin, the Mixteca region, the arid zone of the State of Veracruz, and part of the Sierra Madre del Sur mountain range.</font></p> 				    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">We defined the climatic domains (geographic units with similar environments) through multivariate classification of a data set consisting of climatic estimates for points on a 1&#150;km grid across our study area. Using ArcView 3.2 (Environmental Systems Research Institute &#91;ESRI&#93;, Redlands, California, U.S.A.), we created a rectangular polygon with extreme coordinates 19.00o North, 17.00o South, &#150;96.65o East, and &#150;99.50o West. This polygon represented our study area and included the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and its surrounding areas of influence: the Balsas basin, the Mixteca region, the arid zone of the State of Veracruz, and part of the Sierra Madre del Sur mountain range. The polygon included an area of approximately 90 000 km<sup>2</sup>. We overlapped the environmental data with the biological dataset of point locations (species, longitude, latitude, and elevation) from mammalian species that fell in our study area. </font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Biological dataset</i>. The Comisi&oacute;n Nacional para el Conocimiento y Uso de la Biodiversidad (CONABIO), M&eacute;xico, provided a dataset of precisely georeferenced locations from the mammal species that fell in the study polygon with extreme coordinates 19.00o North, 17.00o South, &#150;96.65o East, and &#150;99.50o West. We also included in our dataset georeferenced locations from scats of the neotropical river otter, (<i>Lontra longicaudis</i>), observed by Francisco J. Botello (Instituto de Biolog&iacute;a, Universidad Nacional Aut&oacute;noma de M&eacute;xico), and georeferenced locations of pictures of mammal species collected by camera traps during an ecological study of carnivore mammals in the BRTC (Botello, 2006). With this information, and according to the most recent publications (Villa Ram&iacute;rez and Cervantes Reza, 2003; Ceballos and Oliva, 2005; Botello et al., 2005, 2006a, 2006b; Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007), we compiled a list of mammal species that have been collected, observed, or reported within the BRTC.</font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Climatic variables and climatic domains classification</i>. We estimated 19 climate variables (<a href="/img/revistas/rmbiodiv/v81n3/a26t1.jpg" target="_blank">Table 1</a>) for points on a 1&#150;km grid across our study area (approximately 90,000 grid points) from thin plate smoothing splines (Hutchinson, 1995a) using the ANUSPLIN version 4.3 (Hutchinson and Gessler, 1994; Hutchinson, 2004) fitted to meteorological station data. The description of the methodology used to choose and estimate the climate variables, and to classify the climatic domains has been described fully elsewhere (T&eacute;llez Vald&eacute;s et al., in press). ANUSPLIN has been successfully used in interpolation exercises (New et al., 1999, 2002), has good performance in comparative tests of multiple interpolation techniques (Hartkamp et al., 1999; Jarvis and Stuart, 2001; Hijmans et al., 2005), and is computationally resourceful and easy to execute. Interpolation errors were slightly larger than 0.5 Celsius degrees for maximum and minimum temperatures, and between 8&#150;13% for monthly mean precipitation (T&eacute;llez Vald&eacute;s et al., in press), which are typical of denser data networks (Hutchinson, 1997).</font></p> 				    <p align="justify"><font face="verdana" size="2">Classification results were imported into desktop geographic information system ArcView 3.2 (ESRI, Redlands, California, U.S.A.) for inspection of 5&#150;domains and 10&#150;domains levels of classification, and for their comparison with digitalized maps of floristic and ecological regions, and vegetation types (Rzedowski, 1978). The climatic domains were overlapped with the biological database of geographic distribution of mammalian species in the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and surrounding areas of influence.</font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Results</b></font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Mammalian dataset</i>. We compiled 9 669 point locations of mammal species that fell in the study polygon with extreme coordinates 19.00o North, 17.00o South, &#150;96.65o East, and &#150;99.50o West. From these point locations, 2 882 were unique registries for 192 species, from which 2 258 point locations belonged to 92 of 98 mammal species that have been collected, observed or reported within the BRTC. We listed 98 mammals species that may inhabit the BRTC, according to the most recent publications (Villa Ram&iacute;rez and Cervantes Reza, 2003; Ceballos and Oliva, 2005; Botello et al., 2005, 2006a, 2006b; Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007), and to Ram&iacute;rez Pulido et al. (2005) taxonomic classification. The 98 species belonged to 8 orders, 20 families, and 64 genera of mammals ((<a href="/img/revistas/rmbiodiv/v81n3/a26t2.jpg" target="_blank">Table 2</a>). We plotted the georeferenced locations of mammalian species in Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and surrounding areas of influence, as point locations ((<a href="/img/revistas/rmbiodiv/v81n3/a26f1.jpg" target="_blank">Figure 1</a>). </font></p> 				    <p align="justify"><font face="verdana" size="2">We did not obtain georeferenced locations for the vole <i>Microtus oaxacensis</i>, the big small&#150;eared shrew (<i>Cryptotis magna</i>), and 4 species of bats: Mexican big&#150;eared bat (<i>Corynorhinus mexicanus</i>), western red bat (<i>Lasiurus blossevillii</i>), evening bat (<i>Nycticeius humeralis</i>), and little yellow bat (<i>Rhogeessa parvula</i>). For the Commissaris's long&#150;tongued bat (<i>Glossophaga commissarisi</i> ) we compiled just 1 point location. For 7 species we compiled 2 georeferenced locations, and for 19 species we obtained 3 to 9 locations. </font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Climatic Domain Classification</i>. Noteworthily, at the 5&#150;domains level of classification ((<a href="/img/revistas/rmbiodiv/v81n3/a26f1.jpg" target="_blank">Figure 1</a>), domain 4 was made up of the Balsas basin, the Tehuac&aacute;n Valley, and the Cuicatl&aacute;n Valley. Two main braches for the 5&#150;domains classification were evident ((<a href="/img/revistas/rmbiodiv/v81n3/a26f2.jpg" target="_blank">Figure 2</a>). The first branch included the eastern part of the study area, which was the coastal plain of the Gulf of M&eacute;xico, represented by domain 3, and differed in climate from the BRTC and surrounding areas of influence, represented by domains 1, 2, 4 and 5. The second branch showed 2 ramifications which separated domains 1 and 2 from domains 4 and 5, indicating that the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and the Balsas basin had more similarity with the Sierra Madre del Sur mountain range, compared to the Sierra Madre Oriental, the Mexican Transversal Volcanic Belt, and the Sierra Norte de Oaxaca mountain range.</font></p> 				    <p align="justify"><font face="verdana" size="2">At the 10&#150;domains level of classification ((<a href="/img/revistas/rmbiodiv/v81n3/a26f3.jpg" target="_blank">Figure 3</a>), 2 main branches showed that climatic differences were evident and related mainly to precipitation and temperature rates ((<a href="/img/revistas/rmbiodiv/v81n3/a26t3.jpg" target="_blank">Table 3</a>). The first branch was the group of domains 3, 4, and 6, determined mainly by higher precipitation rates and less extreme minimum temperature values in the Gulf of Mexico coastal plain ((<a href="/img/revistas/rmbiodiv/v81n3/a26f4.jpg" target="_blank">Figure 4</a>), which differed in climate from the BRTC and surrounding areas of influence, and was made up of tropical rain forests in Veracruz (domain 4), montane forest in Oaxaca and Veracruz (domain 3), and evergreen tropical forest (domain 6). The second branch was characterized by temperate and arid environments in 3 ramifications: a) domains 2, 10 and 7, b) domains 8 and 9, and c) domains 1 and 5. The first ramification contained xeric vegetation such as desert rosette thicket and pine&#150;oak forest in the Mexican Transverse Volcanic Belt (domain 2), oak and pine&#150;oak forests in the Sierra Madre del Sur (domain 10), and oak forest in the Sierra Norte de Oaxaca (domain 7). The second ramification contained deciduous dry forest, pine forest, oak forest, and pine&#150;oak forest in the Sierra Madre del Sur (domains 8 and 9). The third ramification contained deciduous dry forest in the Balsas basin, oak and pine&#150;oak forests in the Sierra Madre del Sur and Mexican Transversal Volcanic Belt, and thicket in the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley. Notably again, the 10&#150;domains classification identified climatic similarities between the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and the Balsas basin. </font></p> 				    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><i>Mammalian diversity in Climatic Domains</i> of BRTC. Climate domains in the BRTC were characterized mainly by arid environments, with the addition of some temperate environments as well. At the 10&#150;domains level of classification, just 7 of the 10 domains fell in the BRTC ((<a href="/img/revistas/rmbiodiv/v81n3/a26t4.jpg" target="_blank">Table 4</a>), and domain 10, represented by oak and pine&#150;oak forests, made up 44% of the reserve area. Domain 2 was oak and pine&#150;oak forests, and domains 1 and 5 were represented by thicket in Tehuac&aacute;n&#150;Cuicatl&aacute;n valley, and each of these domains covered over 15 % of BRTC total area ((<a href="/img/revistas/rmbiodiv/v81n3/a26f3.jpg" target="_blank">Figure 3</a>). Domain 7 was represented by oak forest and covered less than 10 % of BRTC area, and domains 3 and 4 made up less than 1 % of the reserve's BRTC and were composed of tropical rain and montane forests ((<a href="/img/revistas/rmbiodiv/v81n3/a26t4.jpg" target="_blank">Table 4</a>). </font></p> 				    <p align="justify"><font face="verdana" size="2">From the total of 98 mammal species that we listed in the BRTC, georeferenced locations were documented only in 5 of the 7 domains in the reserve, and the number of species with point locations varied between 11 and 39 among these 5 domains ((<a href="/img/revistas/rmbiodiv/v81n3/a26t4.jpg" target="_blank">Table 4</a>); domains 3 and 4 had no data and also were poorly represented in BRTC in terms of area.</font></p> 				    <p align="justify"><font face="verdana" size="2">The number of species with georeferenced locations increased substantially for every domain when we considered the full information in the study area polygon ((<a href="/img/revistas/rmbiodiv/v81n3/a26t4.jpg" target="_blank">Table 4</a>) with extreme coordinates 19.00o North, 17.00o South, &#150;96.65o East, and &#150;99.50o West. For example, the number of species with georeferenced locations in domain 5 increased from 39 to 71. Data behaved similarly for domains 2, 1, and 10. For domains 3 and 4 that had zero georeferenced locations of mammal species within the BRTC, data increased to 53 and 10 species, respectively.</font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Discussion</b></font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Mammalian dataset</i>. The georeferenced locations of mammalian species in the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and surrounding areas of influence, plotted in (<a href="/img/revistas/rmbiodiv/v81n3/a26f1.jpg" target="_blank">Figure 1</a> as point locations, showed that the biological dataset was fragmented, biased, and incomplete. There were several places without georefenced locations, as well as some places with higher density of point locations. Although we listed 98 species, we obtained georeferenced locations for 92 of them. Also, there were 29 species with few or very few (1 to 9) point locations. For endemic and rare species with restricted distribution, the lack of information may be explained by the difficulty of collecting or observing specimens, as may be the cases of the vole M. oaxacensis and the big small&#150;eared shrew (<i>C. magna</i>), both endemic to Oaxaca, and the chestnut&#150;bellied shrew (<i>Sorex ventralis</i>), endemic to Mexico (Ram&iacute;rez Pulido et al., 2005; Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007). The limited number of species and locations that have been studied within BRTC are other factors that may explain the absence of information regarding the geographic distribution of mammals (Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007). Nevertheless, the absence of georeferenced locations occurred also for 4 species of bats that show a wide distribution in M&eacute;xico: Mexican big&#150;eared bat (<i>C. mexicanus</i>), western red bat (<i>L. blossevillii</i>), evening bat (<i>N. humeralis</i>), and little yellow bat (<i>R. parvula</i>). Similarly, only 1 point location was obtained for the Commissaris's long&#150;tongued bat (<i>G. commissarisi</i>), and 2 point locations were obtained for other mammal species without restricted distributions in M&eacute;xico: the silky pocket mouse (<i>Perognathus flavus</i>), the tepezcuintle or lowland paca (Cuniculus paca), and 4 bats: black <i>Myotis</i> (<i>Myotis nigricans</i>), Peale's free&#150;tailed bat (<i>Nyctinomops aurispinosus</i>), big free&#150;tailed bat (<i>Nyctinomops macrotis</i>), and big crested mastiff bat (Promops centralis).</font></p> 				    <p align="justify"><font face="verdana" size="2">Our list of mammal species within the BRTC is appointed to change in the near future, because recent studies suggest that some species might be extirpated from the BRTC, and other species may have not been documented yet (Botello et al., 2005, 2006a, 2006b; Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez, 2007). Ram&iacute;rez Pulido and Mart&iacute;nez V&aacute;zquez (2007) mention that they found no evidence to support the assertion of the presence of jaguarundi (<i>Herpailurus yagouaroundi</i>), puma (Puma concolor), and jaguar (<i>Panthera onca</i>) within the BRTC, whereas for the tayra (<i>Eira barbara</i>) they reported that local people showed them some pelts but they found no further evidence. Recently, Botello et al. (2005, 2006a, 2006b) documented the first photographic registries of margay (<i>Leopardus wiedii</i>), bobcat (<i>Lynx rufus</i>), and tepezcuintle (<i>C. paca</i>) in the BRTC, as well as the first findings of scats of neotropical river otter (<i>Lontra longicaudis</i>). In addition, the American badger (<i>Taxidea taxus</i>) and pocket gophers (<i>Order Rodentia</i>, <i>Family Geomyidae</i>) are species acknowledged by local people to be present in the reserve, but not yet documented with georeferenced data. </font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Climatic Domains Classification</i>. The climate patterns in our results revealed that at both the 5&#150;domains and 10&#150;domains levels of classification, although geographically separated from each other, the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and the Balsas basin share great similarity in climatic conditions. Their native flora, mainly in the warmest regions, shows a particular relationship (Miranda, 1948). Although the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley forms part of the hydrological region of the Papaloapan river, it probably belonged in the past to the Balsas basin (Rzedowski, 1978). Nevertheless, the floristic composition differs between Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and Balsas basin (Rzedowski, 1978), the best example perhaps being the genus <i>Bursera</i>. There are 48 species of <i>Bursera</i> in the Balsas basin compared to 12 species in the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley. Thus, the differences in floristic composition are manifested in the tropical deciduous forest being dominated by <i>Bursera</i> in the Balsas basin, while several Leguminosae genera dominate in the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley.</font></p> 				    <p align="justify"><font face="verdana" size="2">If we consider climate domains as a surrogate of biodiversity, the analysis of climate coverage protected by the limits of the BRTC (T&eacute;llez Vald&eacute;s et al., in press), revealed marked variations across the reserve ((<a href="/img/revistas/rmbiodiv/v81n3/a26t3.jpg" target="_blank">Table 3</a>). This fact increases the probability of including enough biological and environmental variation, which are the main elements that enable the occurrence of many of the ecological processes evolved in the area (T&eacute;llez Vald&eacute;s et al., in press). </font></p> 				    <p align="justify"><font face="verdana" size="2"><i>Mammal Diversity and Climatic Domains Analysis</i>. It is interesting to point out that the environmental characteristics of the climatic domains in the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley were not unique and were shared with the Balsas basin. Thus, due to the insufficient information about the distribution of mammals inside the BRTC, climatic similarities between Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and Balsas basin justified the overlapping of environmental data with the biological dataset of point locations (species, longitude, latitude, and elevation) from mammalian species throughout the Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and its surrounding areas of influence. With this approach we implied that point locations of mammal species that fell within those climatic domains shared with the BRTC may be used to enhance conservation studies and analysis for the reserve. For example, one application may be to improve the modeling of the ecological niche and potential distribution of mammals within BRTC using BIOCLIM. Our previous efforts were severely hampered by bias and lack of information for most species, because we used only those point locations that fell within BRTC. Therefore, in subsequent analyses, we may enhance the modeling of the ecological niche and potential distribution of mammal species within the BRTC, with the more complete and less biased location data from the much wider geographic area of Tehuac&aacute;n&#150;Cuicatl&aacute;n valley and its surrounding areas of influence.</font></p> 				    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Acknowledgements</b></font></p> 				    <p align="justify"><font face="verdana" size="2">We would like to thank Dr. Enrique Martinez Meyer who has critically reviewed the manuscript and suggested valuable comments and corrections. We thank FES Iztacala UNAM for the financial support given through the program PAPCA 2002&#150;2003, and PAPCA 2009&#150;2010 (Project number 65), and to DGAPA&#150;UNAM through its program PAPIIT (IN220202&#150;1, IX228104&#150;1, IN212407) for financial support. We also acknowledge the support of DGAPA&#150;UNAM through its program PROFIP, awarded to V. Far&iacute;as. We thank 3 anonymous reviews that greatly enhanced the scope of the manuscript.</font></p> 				    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 				    <p align="justify"><font face="verdana" size="2"><b>Literature cited</b></font></p> 				    <!-- ref --><p align="justify"><font face="verdana" size="2">Belbin, L. 1987. The use of non&#150;hierarchical clustering methods in the classification of large sets of data. Australian Computer Journal 19:32&#150;41.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=7524422&pid=S1870-3453201000030002600001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p> 				    <!-- ref --><p align="justify"><font face="verdana" size="2">Belbin, L. 1991. PATN technical reference manual. Division of Wildlife and Ecology. 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