<?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>S0187-62362025000100132</article-id>
<article-id pub-id-type="doi">10.20937/atm.53455</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Climatic suitability variations for climbing bean cultivation under climate change scenarios in Cundinamarca, Colombia]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rodríguez Roa]]></surname>
<given-names><![CDATA[Andrea Onelia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez-Maldonado]]></surname>
<given-names><![CDATA[Fabio Ernesto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gómez-Latorre]]></surname>
<given-names><![CDATA[Douglas Andrés]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Araujo-Carrillo]]></surname>
<given-names><![CDATA[Gustavo Alfonso]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Estupiñán Casallas]]></surname>
<given-names><![CDATA[Jhon Mauricio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Deantonio Florido]]></surname>
<given-names><![CDATA[Leidy Yibeth]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Corporación Colombiana de Investigación Agropecuaria-Agrosavia Centro de Investigación Tibaitatá ]]></institution>
<addr-line><![CDATA[Cundinamarca ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Corporación Colombiana de Investigación Agropecuaria-Agrosavia Centro de Investigación Tibaitatá-Sede CIMPA ]]></institution>
<addr-line><![CDATA[Santander ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2025</year>
</pub-date>
<volume>39</volume>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0187-62362025000100132&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0187-62362025000100132&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0187-62362025000100132&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT Climate change is expected to modify the current suitable areas for bean cultivation, driven by regional shifts in temperature and precipitation. Despite the economic and food security importance of beans in Colombia, there is a lack of knowledge about how ongoing and future climate change may reshape their agroclimatic suitability across the country. This study aimed to assess the potential future shifts in suitable areas for climbing bean (Phaseolus vulgaris L.) cultivation in the department of Cundinamarca under projected climate change scenarios. Suitable areas were categorized into A1 (best conditions), A2 (moderate constraints), A3 (strong restrictions), and N1 (not suitable), based on a decision tree with defined altitude, temperature, and precipitation intervals. The period 1981-2010 was utilized as the present climate, and the future periods 2011-2040, 2041-2070, and 2071-2100 were considered under the climate change scenarios RCP 4.5 and RCP 8.5. Information from the Global Climate Model CCSM4 from the National Center for Atmospheric Research was used to identify new potential areas and changes in optimal zones under future scenarios. The forecast for Cundinamarca indicates that under the RCP 4.5 scenario, the total suitable area decreases slightly by 3.8%, while the A1 zone expands, especially in cooler highland regions. In a high-emission future (the RCP 8.5 scenario), the total suitable area declines more sharply (by 14.8% between 2071 and 2100), while the unsuitable area increases by 6.5%. The expansion of A3 zones by up to 13.3% in the early and mid-21st century reflects the downgrading of currently optimal or moderate areas to low suitability due to rising temperatures, particularly in the Llanos foothills and the Magdalena slopes subregions.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN Se prevé que el cambio climático modifique las actuales zonas aptas para el cultivo de frijol debido a variaciones regionales en la temperatura y la precipitación. A pesar de la importancia de esta especie para la economía y la seguridad alimentaria en Colombia, hay un gran desconocimiento sobre cómo el cambio climático actual y futuro podría modificar la aptitud agroclimática de las zonas productivas de frijol en el país. Este estudio tuvo como objetivo evaluar los potenciales cambios futuros en las zonas aptas para el cultivo de frijol trepador (Phaseolus vulgaris L.) en el departamento de Cundinamarca bajo escenarios de cambio climático. Las áreas adecuadas para el establecimiento del cultivo de frijol fueron categorizadas como A1 (mejores condiciones), A2 (restricciones moderadas), A3 (restricciones fuertes) y N1 (no apto). Esta clasificación derivó de un árbol de decisión con intervalos definidos de altitud, temperatura y precipitación. Se utilizaron el periodo 1981-2010 como clima presente y los periodos futuros 2011-2040, 2041-2070 y 2071-2100 bajo los escenarios de cambio climático RCP 4.5 y RCP 8.5. La información del Modelo Climático Global CCSM4, del Centro Nacional de Investigación Atmosférica, se empleó para identificar nuevas áreas potenciales y cambios en las zonas óptimas en escenarios futuros. Los resultados indican que en el escenario RCP 4.5, la superficie total apta disminuye ligeramente en un 3.8 %, mientras que las zonas de aptitud A1 se expanden en las regiones montañosas del altiplano. En un futuro con altas emisiones (RCP 8.5), la superficie total apta disminuye en un 14.8 % entre 2071 y 2100, mientras que las zonas no aptas aumentan en un 6.5 %. La expansión de hasta 13 % de las zonas de aptitud A3 a principios y mediados del siglo 21 refleja la degradación de las áreas actualmente óptimas o moderadas a áreas de baja aptitud debido al aumento de las temperaturas, especialmente en las subregiones de los Llanos Orientales y en las laderas del Magdalena.]]></p></abstract>
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<kwd lng="en"><![CDATA[agroclimatic areas]]></kwd>
<kwd lng="en"><![CDATA[Phaseolus vulgaris L]]></kwd>
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