<?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>0187-6236</journal-id>
<journal-title><![CDATA[Atmósfera]]></journal-title>
<abbrev-journal-title><![CDATA[Atmósfera]]></abbrev-journal-title>
<issn>0187-6236</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Ciencias de la Atmósfera y Cambio Climático]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0187-62362011000100007</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Temperature-humidity index (THI) 1917-2008 and future scenarios of livestock comfort in Veracruz, México]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[HERNÁNDEZ]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[DOMÍNGUEZ]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[CERVANTES]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[MUÑOZ-MELGAREJO]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<xref ref-type="aff" rid="A04"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[SALAZAR-LIZÁN]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<xref ref-type="aff" rid="A05"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[TEJEDA-MARTÍNEZ]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<xref ref-type="aff" rid="A06"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Veracruzana Facultad de Medicina Veterinaria y Zootecnia Laboratorio de Alteraciones Funcionales]]></institution>
<addr-line><![CDATA[ Veracruz]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad Veracruzana Facultad de Medicina Veterinaria y Zootecnia Laboratorio de Fisiología]]></institution>
<addr-line><![CDATA[ Veracruz]]></addr-line>
<country>México</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Universidad Veracruzana Facultad de Medicina Veterinaria y Zootecnia Laboratorio de Alteraciones Funcionales]]></institution>
<addr-line><![CDATA[ Veracruz]]></addr-line>
<country>México</country>
</aff>
<aff id="A04">
<institution><![CDATA[,Universidad Veracruzana Facultad de Medicina Veterinaria y Zootecnia Laboratorio de Bioquímica]]></institution>
<addr-line><![CDATA[ Veracruz]]></addr-line>
<country>México</country>
</aff>
<aff id="A05">
<institution><![CDATA[,Universidad Veracruzana Facultad de Medicina Veterinaria y Zootecnia Grupo Ganadería]]></institution>
<addr-line><![CDATA[ Veracruz]]></addr-line>
<country>México</country>
</aff>
<aff id="A06">
<institution><![CDATA[,Universidad Veracruzana  ]]></institution>
<addr-line><![CDATA[ Veracruz]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>01</day>
<month>01</month>
<year>2011</year>
</pub-date>
<pub-date pub-type="epub">
<day>01</day>
<month>01</month>
<year>2011</year>
</pub-date>
<volume>24</volume>
<numero>1</numero>
<fpage>89</fpage>
<lpage>102</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0187-62362011000100007&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0187-62362011000100007&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0187-62362011000100007&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Se presentan resultados del análisis de datos de temperaturas (°C) y humedad relativa (RH) combinados, para obtener el índice de temperatura y humedad (THI por sus siglas en inglés) en ganado para la región de Veracruz, México, con el propósito de hacer comparaciones climáticas en diferentes periodos de estudio (1917-1960, 1961-1990, 1991-2008), así como futuros escenarios a 2020, 2050 y 2080. Los resultados indican que las posibilidades de confort animal son reducidas. Para los periodos pasados se encuentra un THI creciente: 83, 85 y 86, respectivamente, considerando las temperaturas máximas para el mes de mayo. Para el futuro los THI fueron obtenidos a partir de los escenarios de emisiones A2 y B2 del IPCC para los modelos GFDL 2020 (80.87), 2050 (81.58), 2080 (82.82); ECHAM 2020 (81.27), 2050 (82.74), 2080 (83.95) y PRECIS HADCM2 2020 (81.24), 2050 (82.65), 2080 (83.95), que resultan en la categoría de peligrosos.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Results of the analysis of combined temperature (°C) and relative humidity (RH) data are presented in order to obtain the temperature-humidity index (THI) in livestock for the region of Veracruz, México, in order to make climate comparisons in different study periods (1917-1960, 1961-1990, 1991-2008), as well as future scenarios for 2020, 2050 and 2080. The results indicate that the possibilities for animal comfort are scarce. For the past periods a growing THI has been found: 83, 85 and 86, respectively, considering the maximum temperatures for the month of May. For the future, the obtained THI were obtained from IPCC emissions scenarios A2 and B2 for the GFDL 2020 (80.87), 2050 (81.58), 2080 (82.82); ECHAM 2020 (81.27), 2050 (82.74), 2080 (83.95) and PRECIS HADCM2 2020 (81.24), 2050 (82.65), 2080 (83.95) models, whose results are in the category of dangerous.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[THI]]></kwd>
<kwd lng="en"><![CDATA[climate change]]></kwd>
<kwd lng="en"><![CDATA[livestock comfort]]></kwd>
<kwd lng="en"><![CDATA[animal heat stress]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="center"><font face="verdana" size="4"><b>Temperature&#150;humidity index (<i>THI</i>) 1917&#150;2008 and future scenarios of livestock comfort in Veracruz, M&eacute;xico</b></font></p>       <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>       <p align="center"><font face="verdana" size="2"><b>A. HERN&Aacute;NDEZ    <br>   </b><i>Laboratorio de Alteraciones Funcionales, Facultad de Medicina Veterinaria y Zootecnia, Universidad Veracruzana,Veracruz, M&eacute;xico.    <br>   Corresponding author; e&#150;mail:</i> <a href="mailto:anhernandez@uv.mx">anhernandez@uv.mx</a></font></p>       <p align="center"><font face="verdana" size="2"><b>B. DOM&Iacute;NGUEZ    <br>   </b><i>Laboratorio de Fisiolog&iacute;a, Facultad de Medicina Veterinaria y Zootecnia, </i>  <i>Universidad Veracruzana, Veracruz, M&eacute;xico</i></font></p>       <p align="center"><font face="verdana" size="2"><b>P. CERVANTES    <br>   </b><i>Laboratorio de Alteraciones Funcionales, Facultad de Medicina Veterinaria y Zootecnia, </i>  <i>Universidad Veracruzana,Veracruz, M&eacute;xico</i></font></p>       <p align="center"><font face="verdana" size="2"><b>S. MU&Ntilde;OZ&#150;MELGAREJO    ]]></body>
<body><![CDATA[<br>   </b><i>Laboratorio de Bioqu&iacute;mica, Facultad de Medicina Veterinaria y Zootecnia, </i>  <i>Universidad Veracruzana, Veracruz, M&eacute;xico</i></font></p>       <p align="center"><font face="verdana" size="2"><b>S. SALAZAR&#150;LIZ&Aacute;N    <br>   </b><i>Grupo Ganader&iacute;a, Facultad de Medicina Veterinaria y Zootecnia, </i>  <i>Universidad Veracruzana, Veracruz, M&eacute;xico</i></font></p>       <p align="center"><font face="verdana" size="2"><b>A. TEJEDA&#150;MART&Iacute;NEZ    <br>   </b><i>Grupo Climatolog&iacute;a Aplicada. Licenciatura en Ciencias Atmosf&eacute;ricas, </i>  <i>Universidad Veracruzana, Xalapa, Veracruz, M&eacute;xico</i></font></p>       <p align="center"><font face="verdana" size="2">&nbsp;</font></p>       <p align="center"><font face="verdana" size="2">Received June 17, 2009; accepted May 18, 2010</font></p>       <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>       <p align="justify"><font face="verdana" size="2"><b>RESUMEN</b></font></p>       <p align="justify"><font face="verdana" size="2">Se presentan resultados del an&aacute;lisis de datos de temperaturas (&deg;C) y humedad relativa (<i>RH</i>) combinados, para obtener el &iacute;ndice de temperatura y humedad (<i>THI</i> por sus siglas en ingl&eacute;s) en ganado para la regi&oacute;n de Veracruz, M&eacute;xico, con el prop&oacute;sito de hacer comparaciones clim&aacute;ticas en diferentes periodos de estudio (1917&#150;1960, 1961&#150;1990, 1991&#150;2008), as&iacute; como futuros escenarios a 2020, 2050 y 2080. Los resultados indican que las posibilidades de confort animal son reducidas. Para los periodos pasados se encuentra un <i>THI</i> creciente: 83, 85 y 86, respectivamente, considerando las temperaturas m&aacute;ximas para el mes de mayo. Para el futuro los <i>THI</i> fueron obtenidos a partir de los escenarios de emisiones A2 y B2 del IPCC para los modelos GFDL 2020 (80.87), 2050 (81.58), 2080 (82.82); ECHAM 2020 (81.27), 2050 (82.74), 2080 (83.95) y PRECIS HADCM2 2020 (81.24), 2050 (82.65), 2080 (83.95), que resultan en la categor&iacute;a de peligrosos.</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>ABSTRACT</b></font></p>       <p align="justify"><font face="verdana" size="2">Results of the analysis of combined temperature (&deg;C) and relative humidity (<i>RH</i>) data are presented in order to obtain the temperature&#150;humidity index (<i>THI</i>) in livestock for the region of Veracruz, M&eacute;xico, in order to make climate comparisons in different study periods (1917&#150;1960, 1961&#150;1990, 1991&#150;2008), as well as future scenarios for 2020, 2050 and 2080. The results indicate that the possibilities for animal comfort are scarce. For the past periods a growing <i>THI</i> has been found: 83, 85 and 86, respectively, considering the maximum temperatures for the month of May. For the future, the obtained <i>THI</i> were obtained from IPCC emissions scenarios A2 and B2 for the GFDL 2020 (80.87), 2050 (81.58), 2080 (82.82); ECHAM 2020 (81.27), 2050 (82.74), 2080 (83.95) and PRECIS HADCM2 2020 (81.24), 2050 (82.65), 2080 (83.95) models, whose results are in the category of dangerous.</font></p>       <p align="justify"><font face="verdana" size="2"><B>Keywords</B>: <i>THI</i>, climate change, livestock comfort, animal heat stress.</font></p>       <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>       <p align="justify"><font face="verdana" size="2"><b>1. Introduction</b></font></p>       <p align="justify"><font face="verdana" size="2"></B>A contest between farmers and climate has been going on for centuries. Farmers related their agricultural tasks with the state of atmospheric changes on a daily basis (Belliveau <i>et al</i>., 2006). While livestock breeding has been around for nearly 500 years in Veracruz, on the east coast of M&eacute;xico, with the arrival of the Spanish conquerors (Malgrejo&#150;Vivanco, 1980; Velasco Toro and Skerritt, 2004), in recent years variations in climate have stopped being a daily occurrence and have become a constant concern among meat and milk producers. Climate change is even beginning to cause unease associated with the increase of global greenhouse gases (Salazar <i>et al</i>., 2008).</font></p>       <p align="justify"><font face="verdana" size="2">This concern is justified, since according to Morton (2007), Allen <i>et al</i>. (2007) and Herrero <i>et al</i>. (2010), the most important impacts of climate change will occur precisely among producers with a subsistence economy in tropical regions of developing countries.</font></p>       <p align="justify"><font face="verdana" size="2">The potential effect of climate change on cattle has been linked to the economic viability of the various animal production systems, since the increase of ambient temperature during summer periods is associated with the decrease of voluntary intake of food, causing reductions in weight in feedlot cattle and a drop in milk production in dairy cattle (Frank <i>et al.</i>, 2001; Arias <i>et al.</i>, 2008).</font></p>       <p align="justify"><font face="verdana" size="2">The easiest way to assess the effect of increasing temperatures in livestock is the use of indexes like the so&#150;called temperature&#150;humidity index (<i>THI</i>), precisely because they combine data from ambient temperature (<i>T</i>) and relative humidity (<i>RH</i>) (Collier <i>et al.</i>, 2007).</font></p>       ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">The obtained <i>THI</i> based on the hourly meteorological records, allowed Hahn <i>et al</i>. (2000) &#150;using Eq. (1) which will be presented further on&#150; to determine the livestock weather security index (LWSI) for farm animals in the center of the United States; this was based on a threshold for the normal, alert, danger and emergency categories of <i>THI</i> values, smaller than or equal to 74, 75 to 78, 79 to 83 and greater than or equal to 84, respectively. These categories have been used in different regions of Argentina to evaluate the effect of climate on some productive responses in dairy cows (Valtorta <i>et al</i>., 2000), as well as the risk of production from heat stress effects in livestock farms found in the center of the country (de la Casa and Ravelo, 2003).</font></p>       <p align="justify"><font face="verdana" size="2">The <i>THI</i> has been used as a heat stress indicator, which has proven useful to assess the differences in the degree of cattle comfort at different times of the year in the state of Tabasco, M&eacute;xico (de Dios&#150;Vallejo <i>et al</i>., 1987), as well as the heat stress effects on milk production and pregnancy rate in cows (Lozano <i>et al</i>., 2005). In the state of Veracruz, M&eacute;xico, it was used to determine different groups of cows according to animal responses to heat stress and associate them with their bioproduction (Hern&aacute;ndez <i>et al</i>., 2007). According to Vitali <i>et al</i>. (2009), a high <i>THI</i> is a risk factor for the survival of cattle, especially for neonates and mature cows.</font></p>       <p align="justify"><font face="verdana" size="2">In the mid 90s, the first regional climate change scenarios were created in the country (Conde <i>et al</i>., 1994, 2000; Gay, 2000). In these studies, the scenarios of extreme temperatures, precipitation and solar radiation were generated for doubling conditions of the carbon dioxide (2 &times; CO<Sub>2</Sub>) concentration, based on the base scenario obtained form the normal means of the period 1941&#150;1970 for 23 sites in M&eacute;xico. Subsequently, Conde <i>et al</i>. (1995) and Maga&ntilde;a <i>et al</i>. (2000) created base scenarios of temperature and precipitation from the normal monthly mean of temperature and precipitation from the period 1951&#150;1980.</font></p>       <p align="justify"><font face="verdana" size="2">More recently, from models of the Canadian Centre for Climate (CCC) and the Geophysical Fluid Dynamics Laboratory (GFDLR30), Conde <i>et al</i>. (2000) made scenarios of possible changes in temperature and precipitation for M&eacute;xico and also for 2 &times; CO<Sub>2</Sub> atmospheric conditions. The results of the cited models show that temperatures may increase between 1 and 2 &deg;C for the CCC model, while the GFDLR model changes will vary between 2 and 3 &deg;C.</font></p>       <p align="justify"><font face="verdana" size="2">This work aims to estimate, for the livestock of Veracruz, the degree of thermal comfort in the past and present, and the alterations in animal comfort for the years 2020, 2050 and 2080.</font></p>       <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>       <p align="justify"><font face="verdana" size="2"><b>2.	Methods</b></font></p>      <p align="justify"><font face="verdana" size="2">The data used was provided by the Servicio Meteorol&oacute;gico Nacional (National Meteorological Service, SMN). It comes from the Centro de Previsi&oacute;n del Golfo (Gulf Forecast Center &#150;CPG), meteorological station number 3091 692, located in the city of Veracruz, to the east of M&eacute;xico, off the coast of the Gulf of M&eacute;xico at 19&deg; 08' 32" north latitude and 96&deg; 06' 40" west longitude; with an altitude of 15 meters above sea level. According to Vidal (2004), in the state of Veracruz from sea level to 1000 m in altitude, the climate is warm, with an average annual temperature of 22 &deg;C, to very warm, over 26 &deg;C.</font></p>     <p align="justify"><font face="verdana" size="2">The degree of climate security for livestock was established by the <i>THI</i>, using the following equation:</font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7s1.jpg"></font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">where:</font></p>     <p align="justify"><font face="verdana" size="2"><i>T</i> = Daily mean temperature (&deg;C)</font></p>     <p align="justify"><font face="verdana" size="2"><i>RH</i> = Mean relative humidity in Valtorta <i>et al</i>. (2000).</font></p>     <p align="justify"><font face="verdana" size="2">The LWSI by Hahn <i>et al</i>. (2000) considers four categories of the <i>THI</i> to evaluate the impact of thermal environmental conditions and associates them to the respirations per minute. Nienaber <i>et al</i>. (2007), consider the increase of the respiratory frequency as a proportional compensatory response to heat stress (<a href="#t1">Table I</a>).</font></p>     <p align="center"><font face="verdana" size="2"><a name="t1"></a></font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7t1.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">The data corresponds to the period 1917&#150;2008 and were analyzed to obtain the monthly mean values (normal 1961&#150;1990) of temperature (&deg;C) and relative humidity in tenths and from them the <i>THI</i> was calculated to establish the LWSI.</font></p>     <p align="justify"><font face="verdana" size="2">The <i>THI</i> was calculated from the minimum, mean and maximum temperatures with the average relative humidity. Furthermore the <i>THI</i> were obtained in an hourly form (6:00&#150;8:00 a.m.; 1:00&#150;3:00 p.m. and 5:00&#150;7:00 p.m., local time), corresponding to periods of the day in which changes occur in animal behavior (Hern&aacute;ndez <i>et al.</i>, 2007).</font></p>     <p align="justify"><font face="verdana" size="2">The averages of temperature (&deg;C) and relative humidity of an hourly form were calculated from the mean maximum temperatures (<i>Tmax</i>) and mean minima (<i>Tmin</i>) of climate normals (1961&#150;1990). That data was used to make climate (not meteorological) comparisons of the <i>THI</i> in different periods of study (1917&#150;1960, 1961&#150;1990, 1991&#150;2008), as well as future scenarios for 2020, 2050 and 2080.</font></p>     <p align="justify"><font face="verdana" size="2">The procedure for obtaining the hourly temperatures (<i>Thor</i>) and relative humidity (<i>RHhor</i>) was obtained from the reported methodology by Tejeda&#150;Mart&iacute;nez and Garc&iacute;a&#150;Cueto (2002).</font></p>     ]]></body>
<body><![CDATA[<p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7s2.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">Here, <i>&alpha;, b </i>and<i> c</i> are parameters that depend on the season of the year and latitude (<a href="#t2">Table II</a>); <i>t</i> is in hours as a function of local time (<i>H</i>) and the local time of sunrise (<i>Ho</i>):</font></p>     <p align="justify"><font face="verdana" size="2"><i>t = H </i>&#150;<i> Ho    </i>if<i>    H &ge; Ho</i></font></p>     <p align="justify"><font face="verdana" size="2"><i>t = H + 24 </i>&#150;<i> Ho    </i>if<i> H &lt; Ho</i></font></p>     <p align="center"><font face="verdana" size="2"><a name="t2"></a></font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7t2.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">In the case of monthly temperatures, the precision of Eq. (2) is greater than the De Wit <i>et al</i>. (1978) model, which is the best model according to a review made by Reicosky <i>et al</i>. (1989, cited by Tejeda&#150;Mart&iacute;nez, 1991).</font></p>     <p align="justify"><font face="verdana" size="2">On the other hand, the values of the mean minimum monthly relative humidity (<i>RHmin</i>) were estimated from the combination of mean monthly vapor pressure and from the maximum saturation vapor pressure. The argument is based on the fact that the vapor pressure is unchanged between the time of occurrence of the mean and minimum <i>RH</i> (approximately between 10:00&#150;11:00 a.m. and 2:00&#150;3:00 p.m., respectively). This idea was initially proposed by Geiger (1957, cited by Tejeda&#150;Mart&iacute;nez and Garc&iacute;a&#150;Cueto, 2002).</font></p>     <p align="justify"><font face="verdana" size="2">The values of mean monthly vapor pressure, result from the monthly means of temperature and relative humidity, and saturation vapor pressure (<i>Es</i>), derived from the application of a polynomial of third&#150;order to the mean monthly maximum temperatures. This polynomial is a regression model of <i>Es</i> in <i>mb</i>, a coefficient of lineal correlation of Pearson r = 0.9997 and a standard estimation error of 0.5 mb in comparison with observed values of <i>Es</i> for temperatures between 10 to 50 &deg;C (Tejeda&#150;Mart&iacute;nez, 1994).</font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7s3.jpg"></font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">The next step was to obtain the monthly mean maximum relative humidity (<i>RHmax</i>) from the observed value of the monthly average humidity and the monthly mean minimum relative humidity.</font></p>     <p align="justify"><font face="verdana" size="2">Finally, as the curve of the daily relative humidity is inverted with respect to the temperature curve, the expression to estimate the hourly monthly average values is:</font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7s4.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">To determine the <i>THI</i> scenarios for the years 2020, 2050 and 2080 the models ECHA 4 (Roeckner <i>et al.,</i> 1992), GFDLR30 (Manabe <i>et al., </i>1991; Delworth <i>et al.,</i> 2002) and PRECIS&#150;HADCM2 (Mitchell <i>et al., </i>1999) were used with initial and boundary conditions HADCM2 Precis at a resolution of 0.5&deg; of latitude by 0.5&deg; of longitude (Gay <i>et al</i>., 2006), using a base scenario generated with the normals of the period 1961&#150;1990 of CPG (SMN&#150;Veracruz). As will be seen further on, despite the differences in resolutions of the models ECHAM4 (2.25&deg; by 3.75&deg;) and GFDLR30 (2.25&deg; by 2.8&deg;), against 0.5&deg; by 0.5&deg; of the PRECIS HADCRM2 system, the results are very similar, indicating that for future estimates of animal bioclimate, scenarios coming from models with a more or less rough resolution could be useful.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>3.	Results and discussion</b></font></p>     <p align="justify"><font face="verdana" size="2"><a href="#f1">Figure 1</a>, shows a systematic increase of average temperatures, being more noticeable in the maximum monthly temperatures of the years 1917 to 2008, that is heightened by the periods following the sixties decade (1961&#150;1990) and becomes evident in the last 18 years analyzed (1991&#150;2008; <a href="#f1">Fig. 1C</a>). The alert category, which shows a <i>THI</i> value greater than or equal to 74, reaches its highest value in the last period of study, in which there is an increase in the number of months with averages of <i>THI</i> different to the thermal comfort ones and the danger and emergency categories show a higher frequency especially during summer months (<a href="#f1">Fig. 1C</a>).</font></p>     <p align="center"><font face="verdana" size="2"><a name="f1"></a></font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7f1.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">While the increase of temperature is associated to the inadequate comfort indicator, the alert and danger categories are accentuated when relative humidity increases. This situation has become evident in recent years (<a href="#f2">Fig. 2</a>).</font></p>     ]]></body>
<body><![CDATA[<p align="center"><font face="verdana" size="2"><a name="f2"></a></font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7f2.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">By analyzing the data in an hourly way, with the purpose of observing with more detail the heat stress throughout the day, it is possible to establish that the most adverse conditions for livestock of the area are generate at midday (13:00&#150;15:00), although in some months of the years studied livestock security is compromised even in the morning and evening hours (<a href="/img/revistas/atm/v24n1/a7f3.jpg" target="_blank">Fig. 3</a>).</font></p>     <p align="justify"><font face="verdana" size="2">The <i>THI</i> value provides a set of categories that indicate the heat stress of animals (Bohmanova <i>et al</i>., 2007). However, for its interpretation it is necessary to know the predominant climate conditions in the area of study, as well as relative humidity and how it has been used to differentiate the discomfort category according to the type of heat: dry, typical of semiarid climates or moist heat, like the predominant one in the coastal region of the Gulf of M&eacute;xico, where Veracruz is situated (Vidal, 2004). Here, during the season of high temperatures and humidity, the natural capacity of cattle to dissipate the load of heat by evaporation and sweating is compromised and the stress is maximized as heat stress.</font></p>     <p align="justify"><font face="verdana" size="2">However, there are different forms of determining the level of heat stress in animals. The interpretation of the comfort classification of livestock has suffered modifications, with a tendency to reduce the stress values in cattle. According to Bohmanova <i>et al</i>. (2007), the first classifications made by Thom (1959) group the <i>THI</i> like: normal between 70 and 74, not comfortable from 74 to 79 and more than 79 seriously not comfortable. Armstrong (1994), proposes indexes under 71 as a comfort zone with values between 72 and 79 as a medium stress, from 80 to 89 as moderate stress and values above 90 as severe stress. Huhnke <i>et al</i>. (2001), group the <i>THI</i> in two categories: danger situation from 79 to 84 and greater than or equal to 84 in an emergency situation. Vitali <i>et al</i>. (2009) defined quantitatively the relationship between mortality risk and the <i>THI</i> in dairy cattle by establishing a <i>THI</i> value greater to 80 as the limit. It should be clarified that for the determination of the majority of these categories the <i>THI</i> values were generated empirically in livestock exposed to heat stress in climate chambers.</font></p>     <p align="justify"><font face="verdana" size="2">Even by choosing any of the different ways of interpreting the <i>THI</i> from the climate values registered for the Veracruz region, it would be observed that they do not result comfortable for livestock during most of the years and months since 1917, according to the records of the CPG. In <a href="#f4">Figure 4</a>, the frequencies (%) of months, of three different expressions of <i>THI</i> in line with the different periods considered are shown. A percentile substitution is shown in periods of comfort for an increase in those considered typical to discomfort for the animals, situation that is best appreciated for the recent period (1991&#150;2008).</font></p>     <p align="center"><font face="verdana" size="2"><a name="f4"></a></font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/atm/v24n1/a7f4.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">Previous work has been made about cattle farms in the coasts of the Gulf of M&eacute;xico, in the sate of Tabasco (De Dios&#150;Vallejo <i>et al</i>., 1987) on the south border of the state of Veracruz. Mean maximum temperatures ranged from 27.4 to 32 &deg;C and a mean maximum <i>RH</i> of 0.80 to 0.86; the average monthly <i>THI</i> showed values greater than or equal to 72 during eight months of the year, as well as records greater than or equal to 72 from 8 to 23 hours every day. Similarly, significant statistical differences were reported (p &lt; 0.01) for the <i>THI</i> between dry and rainy periods, in morning and evening times, showing <i>THI</i> values greater than or equal to 74 in the rainy season during the evening hours, on farms located 20 km from Veracruz (Hern&aacute;ndez <i>et al.</i>, 2007). This data confirms that the area of study can be classified as one of discomfort for cattle. Countries with similar temperatures and humidity have seen changes in the management of livestock associated to increases in ambient temperatures that are occurring according to the temperature rise, showing changes in the conformation of existing herd predilection for thermo&#150;tolerant animals (Parry <i>et al.</i>, 2004).</font></p>     <p align="justify"><font face="verdana" size="2">The climate scenarios for the years 2020, 2050 and 2080 were generated with the data of climate normals of the CPG for the years 1961&#150;1990. They are shown in <a href="/img/revistas/atm/v24n1/a7t3.jpg" target="_blank">Tables III</a>, <a href="/img/revistas/atm/v24n1/a7t4.jpg" target="_blank">IV</a> and <a href="/img/revistas/atm/v24n1/a7t5.jpg" target="_blank">V</a> as monthly temperature values (&deg;C) and relative humidity (%), for the models, GFDLR30 (2020, 2050A2 2050B2),  ECHAM4 (2020, 2050A2 2050B2)<i>, </i>and PRECIS&#150;HADCM2 (2020, 2050A2 2050B2), respectively. These suggest that climate conditions for these years are conducive to the existence of and adverse environments for the development of livestock in the region of Veracruz, as seen in <a href="/img/revistas/atm/v24n1/a7f5.jpg" target="_blank">Figure 5</a>, where scenarios for an average <i>THI</i> are shown deriving from <a href="/img/revistas/atm/v24n1/a7t3.jpg" target="_blank">tables III</a>, <a href="/img/revistas/atm/v24n1/a7t4.jpg" target="_blank">IV</a> and <a href="/img/revistas/atm/v24n1/a7t5.jpg" target="_blank">V</a>. The base scenario was, calculated from the climate normals (1961&#150;1990) and from the selected models (GFDLR30, ECHAM4 and PRECIS&#150;HADCM2 for 2020, 2050 and 2080).</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">The differences that are seen in the selected models, with respect to the data of climate normals, are in all cases positive (above the current value) and are associated with an unfavorable climate for the practice of livestock breeding in the future.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>4.	Conclusions</b></font></p>     <p align="justify"><font face="verdana" size="2">The practice of cattle breeding in the region of Veracruz, M&eacute;xico, is now carried out in a climate that offers a reduced comfort margin for the animals, a condition which has worsened over time and has become more evident in recent years (1990&#150;2008). According to the PRECIS&#150;HADCM2 (A2) model, used to estimate regional models, the scenarios made for the <i>THI</i> from three different models suggest that the situation will become more critical in the future, so that for 2020 in the month of August, a relative humidity of 79% and an ambient temperature of 29.2 &deg;C, will be sufficient to exceed the <i>THI</i> value of 80 considered as dangerous (82). In the same way for 2050 and 2080, this critical <i>THI</i> value will be exceeded with temperatures of 30.5 and 32.3 &deg;C and with a relative humidity of 0.76 and 0.68 (83 and 85), respectively. It should be emphasized that despite the differences in spatial resolutions of surveyed climate change models, the results are highly coincidental for future estimates towards 2020 and 2050.</font></p>     <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">To the Centro de Previsi&oacute;n del Golfo de M&eacute;xico (Forecast Center of the Gulf of M&eacute;xico) of the Servicio Meteorol&oacute;gico Nacional (National Meteorological Service), under the Comisi&oacute;n Nacional del Agua (National Water Commission), for its invaluable assistance in collecting data and to the Program for the Generation of Scenarios and Development of Climate Change State Programs UNAM&#150;SEMARNAT.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>References</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">Allen V. 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